Cited by 21Smoking Behavior and CessationGenetic Associations and EpidemiologyPharmacogenetics and Drug Metabolism

Genetic Variants and Early Cigarette Smoking and Nicotine Dependence Phenotypes in Adolescents

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O'Loughlin, Jennifer, Sylvestre, Marie-Pierre, Labbe, Aurélie, Low, Nancy C., Roy-Gagnon, Marie-Hélène, Dugas, Erika N., Karp, Igor, Engert, James C.·2014·PLoS ONE

Abstract

BACKGROUND: While the heritability of cigarette smoking and nicotine dependence (ND) is well-documented, the contribution of specific genetic variants to specific phenotypes has not been closely examined. The objectives of this study were to test the associations between 321 tagging single-nucleotide polymorphisms (SNPs) that capture common genetic variation in 24 genes, and early smoking and ND phenotypes in novice adolescent smokers, and to assess if genetic predictors differ across these phenotypes. METHODS: In a prospective study of 1294 adolescents aged 12-13 years recruited from ten Montreal-area secondary schools, 544 participants who had smoked at least once during the 7-8 year follow-up provided DNA. 321 single-nucleotide polymorphisms (SNPs) in 24 candidate genes were tested for an association with number of cigarettes smoked in the past 3 months, and with five ND phenotypes (a modified version of the Fagerstrom Tolerance Questionnaire, the ICD-10 and three clusters of ND symptoms representing withdrawal symptoms, use of nicotine for self-medication, and a general ND/craving symptom indicator). RESULTS: The pattern of SNP-gene associations differed across phenotypes. Sixteen SNPs in seven genes (ANKK1, CHRNA7, DDC, DRD2, COMT, OPRM1, SLC6A3 (also known as DAT1)) were associated with at least one phenotype with a p-value <0.01 using linear mixed models. After permutation and FDR adjustment, none of the associations remained statistically significant, although the p-values for the association between rs557748 in OPRM1 and the ND/craving and self-medication phenotypes were both 0.076. CONCLUSIONS: Because the genetic predictors differ, specific cigarette smoking and ND phenotypes should be distinguished in genetic studies in adolescents. Fifteen of the 16 top-ranked SNPs identified in this study were from loci involved in dopaminergic pathways (ANKK1/DRD2, DDC, COMT, OPRM1, and SLC6A3). IMPACT: Dopaminergic pathways may be salient during early smoking and the development of ND.

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  • None of those 16 top-ranked SNPs were significant when controlled for multiple comparisons.

    “In a recent study, 15 out of the 16 top-ranked single nucleotide polymorphisms associated with teen smoking or nicotine dependence were also found to be involved in dopaminergic signaling pathways, although none were significant when controlled for multiple comparisons (O'Loughlin et al. 2014).”

    From <scp>N</scp> icotine and the adolescent brain (2015) · cites this paper as O'Loughlin et al. 2014

  • 15 out of the 16 top-ranked single nucleotide polymorphisms associated with teen smoking or nicotine dependence were also found to be involved in dopaminergic signaling pathways.

    “In a recent study, 15 out of the 16 top-ranked single nucleotide polymorphisms associated with teen smoking or nicotine dependence were also found to be involved in dopaminergic signaling pathways, although none were significant when controlled for multiple comparisons (O'Loughlin et al. 2014).”

    From <scp>N</scp> icotine and the adolescent brain (2015) · cites this paper as O'Loughlin et al. 2014

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  1. [1]Carpenter CM, Wayne GF, Connolly GN (2007) The role of sensory perception in the development and targeting of tobacco products. Addiction 102: 136– 147. 17207131
  2. [2]Benowitz NL (1988) Drug therapy. Pharmacologic aspects of cigarette smoking and nicotine addiction. N Engl J Med 319: 1318– 1330. 3054551
  3. [3]Laucht M, Becker K, Frank J, Schmidt MH, Esser G, et al (2008) Genetic Variation in Dopamine Pathways Differentially Associated With Smoking Progression in Adolescence. J Am Acad Child Adolesc Psychiatry 47: 673– 681. 18434921
  4. [4]Shippenberg TS, Herz A, Spanagel R, Bals-Kubik R, Stein C (1992) Conditioning of opioid reinforcement: neuroanatomical and neurochemical substrates. Ann N Y AcadSci 654: 347– 356. 1321576
  5. [5]Nestler EJ (2002) From neurobiology to treatment: progress against addiction. Nat Neurosci 5 Suppl: 1076– 1079. 12403990
  6. [6]Leonard S, Bertrand D (2001) Neuronal nicotinic receptors: from structure to function. Nicotine Tob Res 3: 203– 223. 11506765
  7. [7]Li MD, Cheng R, Ma JZ, Swan GE (2003) A meta-analysis of estimated and environmental effects on smoking behavior in male and female adult twins. Addiction 98: 23– 31. 12492752
  8. [8]Sullivan PF, Kendler KS (1999) The genetic epidemiology of smoking. Nicotine Tob Res 1 Suppl 2 S51–57, S69–70. 11768187
  9. [10]Caporaso N, Gu F, Chatterjee N, Sheng-Chih J, Yu K, et al (2009) Genome-wide and candidate gene association study of cigarette smoking behaviors. PloS One 4: e4653. 19247474 PMC2644817
  10. [11]Munafò M, Johnstone EC (2008) Genes and cigarette smoking. Addiction 103: 893– 904. 18190672
  11. [12]Tobacco and Genetics Consortium (2010) Genome-wide meta-analyses identify multiple loci associated with smoking behavior. Nat Genet 42: 441– 447. 20418890 PMC2914600
  12. [13]Han S, Gelernter J, Luo X, Yang BZ (2010) Meta-analysis of 15 genome-wide linkage scans of smoking behavior. Biol Psychiatry 67: 12– 19. 19819424 PMC2975396
  13. [15]Liu JZ, Tozzi F, Waterworth DM, Pillai SG, Muglia P, et al (2010) Meta-analysis and imputation refines the association of 15q25 with smoking quantity. Nat Genet 42: 436– 440. 20418889 PMC3612983
  14. [16]Munafò MR, Flint J (2004) Meta-analysis of genetic association studies. Trends Genet 20: 439– 444. 15313553
  15. [17]Audrain-McGovern J, Lerman C, Wileyto EP, Rodriguez D, Shields PG (2004) Interacting effects of genetic predisposition and depression on adolescent smoking progression. Am J Psychiatry 161: 1224– 1230. 15229055
  16. [18]Huang S, Cook DG, Hinks LJ, Chen XH, Ye S, et al (2005) CYP2A6, MAOA, DBH, DRD4, and 5HT2A genotypes, smoking behaviour and cotinine levels in 1518 UK adolescents. Pharmacogenet Genomics 15: 839– 850. 16272956
  17. [20]O'Loughlin J, Gervais A, Dugas E, Meshefedjian G (2009) Milestones in the Process of Cessation Among Novice Adolescent Smokers. Am J Public Health 99: 499– 504. 18633080 PMC2661454
  18. [22]O'Loughlin J, Dugas E, Brunet J, DiFranza J, Engert J, et al. (2014) Cohort Profile: The Nicotine Dependence in Teens (NDIT) Study. Int J Epidemiol (in press). PMC4681104 25022274
  19. [23]Centers for Disease Control and Prevention (1998) Selected cigarette smoking initiation and quitting behaviors among high school students - United States, 1997. Morb Mortal Wkly Rep 47: 386– 389. 9614006
  20. [24]Eppel A, O'Loughlin J, Paradis G, Platt R (2006) Reliability of self-reports of cigarette use in novice smokers. Addict Behav 31: 1700– 1704. 16359824
  21. [25]Heatherton TF, Kozlowski LT, Frecker RC, Fagerström KO (1991) The Fagerström Test for Nicotine Dependence: a revision of the Fagerström Tolerance Questionnaire. Br J Addict 86: 1119– 1127. 1932883
  22. [27]O'Loughlin J, DiFranza J, Tarasuk J, Meshefedjian G, McMillan-Davey E, et al (2002) Assessment of nicotine dependence symptoms in adolescents: a comparison of five indicators. Tob Control 11: 354– 360. 12432161 PMC1747676
  23. [28]Wheeler KC, Fletcher KE, Wellman RJ, DiFranza JR (2004) Screening adolescents for nicotine dependence: the Hooked On Nicotine Checklist. J AdolescHealth 35: 225– 230. 15313504
  24. [29]Rojas NL, Killen JD, Haydel KF, Robinson TN (1998) Nicotine dependence among adolescent smokers. Arch PediatrAdolesc Med 152: 15– 16. 9491041
  25. [30]O'Loughlin J, Kishchuk N, DiFranza J, Tremblay M, Paradis G (2002) The hardest thing is the habit: a qualitative investigation of adolescent smokers' experience of nicotine dependence. NicTob Res 4: 20– 29. 12028853
  26. [31]de Bakker PI, Yelensky R, Pe'er I, Gabriel SB, Daly MJ, et al (2005) Efficiency and power in genetic association studies. Nat Genet 37: 1217– 1223. 16244653
  27. [32]Barrett JC, Fry B, Maller J, Daly MJ (2005) Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 21: 263– 265. 15297300
  28. [33]The International HapMap Consortium (2007) A second generation human haplotype map of over 3.1 million SNPs. Nature 449: 851– 861. 17943122 PMC2689609
  29. [34]Westfall PH, Young SS (1993) Resampling-based multiple testing: Examples and methods for p-value adjustment. John Wiley & Sons.
  30. [35]Goeman JJ, Solari A (2014) Multiple hypothesis testing in genomics. Stat Med 33: 1946– 1978. 24399688
  31. [39]Lerman CE, Schnoll RA, Munafo MR (2007) Genetics and smoking cessation improving outcomes in smokers at risk. Am J Prev Med 336: S398– 405. PMC2170888 18021915
  32. [40]Breitling LP, Dahmen N, Illig T, Rujescu D, Nitz B, et al (2009) Variants in COMT and spontaneous smoking cessation: retrospective cohort analysis of 925 cessation events. Pharmacogenet Genomics 19: 657– 659. 19584770
  33. [42]Shield AJ, Thomae BA, Eckloff BW, Wieben ED, Weinshilboum RM (2004) Human catechol O-methyltransferase genetic variation: gene resequencing and functional characterization of variant allozymes. Mol Psychiatry 9: 151– 160. 14966473
  34. [43]Omidvar M, Stolk L, Uitterlinden AG, Hofman A, Van Duijn CM, et al (2009) The effect of catechol-O-methyltransferase Met/Val functional polymorphism on smoking cessation: retrospective and prospective analyses in a cohort study. Pharmacogenet Genomics 19: 45– 51. 19160592
  35. [44]Tammimäki AE, Männistö PT (2010) Are genetic variants of COMT associated with addiction? PharmacogenetGenomics 20: 717– 741. 20975619
  36. [45]Ma JZ, Beuten J, Payne TJ, Dupont RT, Elston RC, et al (2005) Haplotype analysis indicates an association between the DOPA decarboxylase (DDC) gene and nicotine dependence. Hum Mol Genet 14: 1691– 1698. 15879433
  37. [46]Yu Y, Panhuysen C, Kranzler HR, Hesselbrock V, Rounsaville B, et al (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. 16740595
  38. [47]Singleton AB, Thomson JH, Morris CM, Court JA, Lloyd S, et al (1998) Lack of association between the dopamine D2 receptor gene allele DRD2*A1 and cigarette smoking in a United Kingdom population. Pharmacogenetics 8: 125– 128. 10022750
  39. [48]Batra A, Gelfort G, Bartels M, Smoltczyk H, Buchkremer G, et al (2000) The dopamine D2 receptor (DRD2) gene-a genetic risk factor in heavy smoking? Addict Biol 5: 429– 436. 20575861
  40. [49]Hiemstra M, Kleinjan M, van Schayck OC, Engels RC, Otten R (2014) Environmental smoking and smoking onset in adolescence: the role of dopamine-related genes. Findings from two longitudinal studies. PLoS One 9: e86497. 24466121 PMC3897729
  41. [50]Hiemstra M, Engels RC, Barker ED, van Schayck OC, Otten R (2013) Smoking-specific parenting and smoking onset in adolescence: the role of genes from the dopaminergic system (DRD2, DRD4, DAT1 genotypes). PLoS One 8: e61673. PMC3630129 23637880
  42. [51]Li MD, Ma JZ, Beuten J (2004) Progress in searching for susceptibility loci and genes for smoking-related behaviour. Clin Genet 66: 382– 392. 15479180
  43. [52]Munafò M, Clark T, Johnstone EC, Murphy M, Walton R (2004) The genetic basis for smoking behavior: a systematic review and meta-analysis. Nicotine Tob Res 6: 583– 597. 15370155
  44. [53]Comings DE, Ferry L, Bradshaw-Robinson S, Burchette R, Chiu C, et al (1996) The dopamine D2 receptor (DRD2) gene: a genetic risk factor in smoking. Pharmacogenetics 6: 73– 79. 8845863
  45. [54]Erblich J, Lerman C, Self DW, Diaz GA, Bovbjerg DH (2004) Stress-induced cigarette craving: effects of the DRD2 TaqI RFLP and SLC6A3 VNTR polymorphisms. Pharmacogenomics J 4: 102– 109. 14732864
  46. [55]Li D, London SJ, Liu J, Lee W, Jiang X, et al 2011) Association of the calcyon neuron-specific vesicular protein gene (CALY) with adolescent smoking initiation in China and California. Am J Epidemiol 173: 1039– 1048. 21415033 PMC3121219
  47. [56]Lobo DS, Zawertailo L, Selby P, Kennedy JL (2012) The role of ANKK1 and TTC12 genes on drinking behaviour in tobacco dependent subjects. World J Biol Psychiatry 13: 232– 238. 21936764
  48. [57]Huang W, Payne TJ, Ma JZ, Beuten J, Dupont RT, et al (2009) Significant association of ANKK1 and detection of a functional polymorphism with nicotine dependence in an African-American sample. Neuropsychopharmacology 34: 319– 330. 18354387
  49. [58]Radwan GN, El-Setouhy M, Mohamed MK, Hamid MA, Azem SA, et al (2007) DRD2/ANKK1 TaqI polymorphism and smoking behavior of Egyptian male cigarette smokers. Nicotine Tob Res 9: 1325– 1329. 18058350
  50. [59]Ducci F, Kaakinen M, Pouta A, Hartikainen AL, Veijola J, et al (2011) TTC12-ANKK1-DRD2 and CHRNA5-CHRNA3-CHRNB4 influence different pathways leading to smoking behavior from adolescence to mid-adulthood. Biol Psychiatry 69: 650– 660. 21168125 PMC3058144
  51. [60]Doran N, Schweizer CA, Myers MG, Greenwood TA (2013) A prospective study of the effects of the DRD2/ANKK1 TaqIA polymorphism and impulsivity on smoking initiation. Subst Use Misuse 48: 106– 116. 23153044
  52. [61]Wernicke C, Reese J, Kraschewski A, Winterer G, Rommelspacher H, et al (2009) Distinct haplogenotypes of the dopamine D2 receptor gene are associated with non-smoking behaviour and daily cigarette consumption. Pharmacopsychiatry 42: 41– 50. 19308877
  53. [62]Voisey J, Swagell CD, Hughes IP, van Daal A, Noble EP, et al (2012) A DRD2 and ANKK1 haplotype is associated with nicotine dependence. Psychiatry Res 196: 285– 289. 22382052
  54. [63]Gelernter J, Yu Y, Weiss R, Brady K, Panhuysen C, et al (2006) 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. 17085484
  55. [64]Vandenbergh DJ, Bennett CJ, Grant MD, Strasser AA, O'Connor R, et al (2002) Smoking status and the human dopamine transporter variable number of tandem repeats (VNTR) polymorphism: failure to replicate and finding that never-smokers may be different. Nicotine Tob Res 4: 333– 340. 12215242
  56. [65]Jorm AF, Henderson AS, Jacomb PA, Christensen H, Korten AE, et al (2000) Association of smoking and personality with a polymorphism of the dopamine transporter gene: results from a community survey. Am J Med Genet 96: 331– 334. 10898910
  57. [66]Ling D, Niu T, Feng Y, Xing H, Xu X (2004) Association between polymorphism of the dopamine transporter gene and early smoking onset: an interaction risk on nicotine dependence. J Hum Genet 49: 35– 39. 14685824
  58. [67]Timberlake DS, Haberstick BC, Lessem JM, Smolen A, Ehringer M, et al (2006) An association between the DAT1 polymorphism and smoking behavior in young adults from the National Longitudinal Study of Adolescent Health. Health Psychol 25: 190– 197. 16569110
  59. [68]Bergen AW, Conti DV, Van Den Berg D, Lee W, Liu J, et al (2009) Dopamine genes and nicotine dependence in treatment-seeking and community smokers. Neuropsychopharmacology 34: 2252– 2264. 19494806 PMC3558036
  60. [69]Stapleton JA, Sutherland G, O'Gara C (2007) Association between dopamine transporter genotypes and smoking cessation: a meta-analysis. Addict Biol 12: 221– 226. 17508996
  61. [70]Hiemstra M, Engels RC, Barker ED, van Schayck OC, Otten R (2013) Smoking-specific parenting and smoking onset in adolescence: the role of genes from the dopaminergic system (DRD2, DRD4, DAT1 genotypes). PLoS One 8: e61673. 23637880 PMC3630129
  62. [71]Zhang L, Kendler KS, Chen X (2006) The mu-opioid receptor gene and smoking initiation and nicotine dependence. Behav Brain Funct 2: 28. 16887046 PMC1557520
  63. [72]Ray R, Ruparel K, Newberg A, Wileyto EP, Loughead JW, et al (2011) Human Mu Opioid Receptor (OPRM1 A118G) polymorphism is associated with brain mu-opioid receptor binding potential in smokers. ProcNatlAcadSci USA 108: 9268– 9273. PMC3107291 21576462
  64. [73]Perkins KA, Lerman C, Grottenthaler A, Ciccocioppo MM, Milanak M, et al (2008) Dopamine and opioid gene variants are associated with increased smoking reward and reinforcement owing to negative mood. BehavPharmacol 19: 641– 649. PMC2717609 18690118
  65. [74]Chen YT, Tsou HH, Kuo HW, Fang CP, Wang SC, et al (2012) OPRM1 genetic polymorphisms are associated with the plasma nicotine metabolite cotinine concentration in methadone maintenance patients: a cross sectional study. J Hum Genet 58: 84– 90. 23223006
  66. [75]Pedneault M, Labbe A, Roy-Gagnon MH, Low NC, Dugas E, et al (2014) The association between CHRN genetic variants and dizziness at first inhalation of cigarette smoke. Addict Behav 39: 316– 320. 24119711
  67. [77]Keskitalo-Vuokko K, Pitkäniemi J, Broms U, Heliövaara M, Aromaa A, et al (2011) Associations of nicotine intake measures with CHRN genes in Finnish smokers. Nicotine Tob Res 13: 686– 690. PMC3150688 21498873
  68. [78]Baker TB, Weiss RB, Bolt D, von Niederhausern A, Fiore MC, et al (2009) Human neuronal acetylcholine receptor A5-A3-B4 haplotypes are associated with multiple nicotine dependence phenotypes. Nicotine Tob Res 11: 785– 796. 19436041 PMC2699926
  69. [80]Stephens SH, Hartz SM, Hoft NR, Saccone NL, Corley RC, et al (2013) Distinct loci in the CHRNA5/CHRNA3/CHRNB4 gene cluster are associated with onset of regular smoking. Genet Epidemiol 37: 846– 859. 24186853 PMC3947535
  70. [81]Saccone NL, Schwantes-An TH, Wang JC, Grucza RA, Breslau N, et al (2010) Multiple cholinergic nicotinic receptor genes affect nicotine dependence risk in African and European Americans. Genes Brain Behav 9: 741– 750. 20584212 PMC2970751
  71. [82]Wong SL, Shields M, Leatherdale S, Malaison E, Hammond D (2012) Assessment of validity of self-reported smoking status. HealthRep 23: 47– 53. 22590805

Cited by

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Authors
O'Loughlin, J., Sylvestre, M.-P., Labbe, A., Low, N. C., Roy-Gagnon, M.-H., Dugas, E. N., Karp, I., & Engert, J. C.
Affiliations
  • Centre Hospitalier de l’Université de Montréal (CA)
  • McGill University (CA)
  • Western University (CA)
  • McGill University Health Centre (CA)
Venue
PLoS ONE
Published
2014-12-29
Volume
9
Issue
12
Pages
e115716
ISSN
1932-6203 (ISSN-L)
OpenAlex
W2006758057
Cited by
21
References
5
Citations by year
2025: 2 · 2024: 1 · 2023: 3 · 2022: 3 · 2021: 2 · 2020: 3 · 2019: 2 · 2018: 1 · 2017: 1 · 2016: 1 · 2015: 2
FWCI
0.89
Type
journal article
Language
en
Open access
Locations
  • PLoS ONE (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Papyrus : Institutional Repository (Université de Montréal) (submittedVersion, cc-by)
Funders
  • McGill University
  • Genome Canada
  • Canadian Institutes of Health Research
Topics
  • Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
Keywords
adolescent smoking, nicotine dependence, genetic susceptibility, single nucleotide polymorphisms, candidate genes, dopaminergic pathways, ANKK1, DRD2, catechol-O-methyltransferase, OPRM1, dopamine transporter, nicotine withdrawal, craving, Fagerström Tolerance Questionnaire, smoking initiation
MeSH terms
Adolescent, Child, Dopamine, Female, Humans, Male, Phenotype, Smoking, Tobacco Use Disorder, Cohort Studies, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, White People, Metabolic Networks and Pathways

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