Cited by 91Attention Deficit Hyperactivity DisorderPharmacogenetics and Drug MetabolismNeurotransmitter Receptor Influence on Behavior

Pharmacogenetics predictors of methylphenidate efficacy in childhood ADHD

Open access
Myer, N M, Boland, J R, Faraone, S V·2018·Molecular Psychiatry

Abstract

Stimulant medication has long been effective in treating attention-deficit/hyperactivity disorder (ADHD) and is currently the first-line pharmacological treatment for children. Both methylphenidate and amphetamine modulate extracellular catecholamine levels through interaction with dopaminergic, adrenergic and serotonergic system components; it is therefore likely that catecholaminergic molecular components influence the effects of ADHD treatment. Using meta-analysis, we sought to identify predictors of pharmacotherapy to further the clinical implementation of personalized medicine. We identified 36 studies (3647 children) linking the effectiveness of methylphenidate treatment with DNA variants. Pooled-data revealed a statistically significant association between single nucleotide polymorphisms (SNPs) rs1800544 ADRA2A (odds ratio: 1.69; confidence interval: 1.12-2.55), rs4680 COMT (odds ratio (OR): 1.40; confidence interval: 1.04-1.87), rs5569 SLC6A2 (odds ratio: 1.73; confidence interval: 1.26-2.37) and rs28386840 SLC6A2 (odds ratio: 2.93; confidence interval: 1.76-4.90), and, repeat variants variable number tandem repeat (VNTR) 4 DRD4 (odds ratio: 1.66; confidence interval: 1.16-2.37) and VNTR 10 SLC6A3 (odds ratio: 0.74; confidence interval: 0.60-0.90), whereas the following variants were not statistically significant: rs1947274 LPHN3 (odds ratio: 0.95; confidence interval: 0.71-1.26), rs5661665 LPHN3 (odds ratio: 1.07; confidence interval: 0.84-1.37) and VNTR 7 DRD4 (odds ratio: 0.68; confidence interval: 0.47-1.00). Funnel plot asymmetry among SLC6A3 studies was identified and attributed largely to small study effects. Egger's regression test and Duval and Tweedie's 'trim and fill' were used to examine and correct for publication bias. These findings have major implications for advancing our therapeutic approach to childhood ADHD treatment.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/mp.2017.234

Cites

14 of 14 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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?

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

Flagged first, then by citations

Research works printed but not linked: 63

  1. [2]American Academy of Pediatrics. ADHD: clinical practice guideline for the diagnosis, evaluation, and treatment of attention-deficit/hyperactivity disorder in children and adolescents. Pediatrics 2011; 128: 1007– 1022. 22003063 PMC4500647
  2. [3]Hutchison SL, Ghuman JK, Ghuman HS, Karpov I, Schuster JM. Efficacy of atomoxetine in the treatment of attention-deficit hyperactivity disorder in patients with common comorbidities in children, adolescents and adults: a review. Ther Adv Psychopharmacol 2016; 6: 317– 334. 27721971 PMC5036135
  3. [4]Safer DJ. Recent trends in stimulant usage. J Atten Disord 2015; 20: 471– 477. 26486603
  4. [6]Jensen PS, Arnold LE, Swanson JM, Vitiello B. 3-year follow-up of the NIMH MTA study. J Am Acad Child Adolesc Psychiatry 2007; 46: 989– 1002. 17667478
  5. [8]Faraone SV, Biederman J, Spencer TJ, Aleardi M. Comparing the efficacy of medications for ADHD using meta-analysis. MedGenMed 2006; 8: 4. PMC1868385 17415287
  6. [9]Katzman MA, Sternat T. A review of OROS methylphenidate (Concerta®) in the treatment of attention-deficit/hyperactivity disorder. CNS Drugs 2014; 28: 1005– 1033. 25120227
  7. [11]Efron D, Jarman F, Barker M. Side effects of methylphenidate and dexamphetamine in children with attention deficit hyperactivity disorder: a double-blind, crossover trial. Pediatrics 1997; 100: 662– 666. 9310521
  8. [12]Cortese S, Faraone SV, Konofal E. Sleep in children with attention-deficit/hyperactivity disorder: meta-analysis of subjective and objective studies. J Am Acad Child Adolesc Psychiatry 2009; 48: 894– 908. 19625983
  9. [13]Owens JA. A clinical overview of sleep and attention-deficit/hyperactivity disorder in children and adolescents. J Can Acad Child Adolesc Psychiatry 2009; 18: 92– 102. 19495429 PMC2687494
  10. [15]van Wyk GW, Hazell PL, Kohn MR, Granger RE, Walton RJ. How oppositionality, inattention, and hyperactivity affect response to atomoxetine versus methylphenidate: a pooled meta-analysis. J Atten Disord 2012; 16: 314– 324. 21289234
  11. [16]Aron AR, Dowson JH, Sahakian BJ, Robbins TW. Methylphenidate improves response inhibition in adults with attention-deficit/hyperactivity disorder. Biol Psychiatry 2003; 54: 1465– 1468. 14675812
  12. [17]Pliszka SR. The use of psychostimulants in the pediatric patient. Pediatr Clin North Am 1998; 45: 1085– 1098. 9884676
  13. [18]Ari ME, Cetin II, Ekici F, Kocabas A, Eminoglu S, Guney E Assessment of cardiovascular risks due to methylphenidate in six months of treatment in children with Attention Deficit and Hyperactivity Disorder. Bull Clin Psychopharmacol 2014; 24: 248– 252.
  14. [19]Storebø OJ, Ramstad E, Krogh HB, Nilausen TD, Skoog M, Holmskov M Methylphenidate for children and adolescents with attention deficit hyperactivity disorder (ADHD). Cochrane Database Syst Rev 2015; 11: CD009885. PMC8763351 26599576
  15. [20]Polanczyk G, Caspi A, Houts R, Kollins SH, Rohde LA, Moffitt TE. Implications of extending the ADHD age-of-onset criterion to age 12: results from a prospectively studied birth cohort. J Am Acad Child Adolesc Psychiatry 2010; 49: 210– 216. 20410710
  16. [21]Sachidanandam R, Weissman D, Schmidt SC, Kakol JM, Stein LD, Marth G A map of human genome sequence variation containing 1.42 million single nucleotide polymorphisms. Nature 2001; 409: 928– 933. 11237013
  17. [22]Sun Z, Murry DJ, Sanghani SP, Davis WI, Kedishvili NY, Zou Q Methylphenidate is stereoselectively hydrolyzed by human carboxylesterase CES1A1. J Pharmacol Exp Ther 2004; 310: 469– 476. 15082749
  18. [23]Hungund BL, Perel JM, Hurwic MJ, Sverd J, Winsberg BG. Pharmacokinetics of methylphenidate in hyperkinetic children. Br J Clin Pharmac 1979; 8: 571– 576. PMC1429909 533578
  19. [24]Srinivas NR, Hubbard JW, Quinn D, Korchinski ED, Midha KK. Extensive and enantioselective presystemic metabolism of dl-threo-methylphenidate in humans. Prog Neuropsychopharmacol Biol Psychiatry 1991; 15: 213– 220. 1871323
  20. [25]Shader RL, Harmatz JS, Oesterheld JR, Parmelee DX, Sallee FR, Greenblatt DJ. Population pharmacokinetics of methylphenidate in children with attention-deficit hyperactivity disorder. Pharmacology 1999; 39: 775– 785. 10434228
  21. [26]Hosokawa M, Endo T, Fujisawa M, Hara S, Iwata N, Sato Y Interindividual variation in carboxylesterase levels in human liver microsomes. Drug Metab Dispos 1995; 23: 1022– 1027. 8654188
  22. [27]Zhu H-J, Patrick KS, Yuan H-J, Wang J-S, Donovan JL, DeVane CL Two CES1 gene mutations lead to dysfunctional carboxylesterase 1 activity in man: clinical significance and molecular basis. Am J Hum Genet 2008; 82: 1241– 1248. 18485328 PMC2427248
  23. [28]Walter Soria N, Belaus A, Galván C, Ana Pasquali M, Velez P, del Carmen Montes C A simple allele-specific polymerase chain reaction method to detect the Gly143Glu polymorphism in the human carboxylesterase 1 gene: importance of genotyping for pharmacogenetic treatment. Genet Test Mol Biomarkers 2010; 14: 749– 751. 20858053
  24. [29]Nemoda Z, Angyal N, Tarnok Z, Gadoros J, Sasvari-Szekely M. Carboxylesterase 1 gene polymorphism and methylphenidate response in ADHD. Neuropharmacology 2009; 57: 731– 733. 19733552
  25. [30]Bruxel EM, Salatino-Oliveira A, Genro JP, Zeni CP, Polanczyk GV, Chazan R Association of a carboxylesterase 1 polymorphism with appetite reduction in children and adolescents with attention-deficit/hyperactivity disorder treated with methylphenidate. Pharmacogenomics J 2013; 13: 476– 480. 22688218
  26. [31]Fleckenstein AE, Volz TJ, Riddle EL, Gibb JW, Hanson GR. New insights into the mechanism of action of amphetamines. Annu Rev Pharmacol Toxicol 2007; 47: 681– 698. 17209801
  27. [32]Berman SM, Kuczenski R, McCracken JT, London ED. Potential adverse effects of amphetamine treatment on brain and behavior: a review. Mol Psychiatry 2009; 14: 123– 142. 18698321 PMC2670101
  28. [33]Daberkow DP, Brown HD, Bunner KD, Kraniotis SA, Doellman MA, Ragozzino ME Amphetamine paradoxically augments exocytotic dopamine release and phasic dopamine signals. J Pharmacol Exp Ther 2013; 33: 452– 463. PMC3711765 23303926
  29. [34]Volkow ND, Wang G, Fowler JS, Logan J, Gerasimov M, Maynard L Therapeutic doses of oral methylphenidate significantly increase extracellular dopamine in the human brain. J Neurosci 2001; 59: 243. PMC6763805 11160455
  30. [35]Swanson JM, Volkow ND. Pharmacokinetic and pharmacodynamic properties of stimulants: implications for the design of new treatments for ADHD. Behav Brain Res 2002; 130: 73– 78. 11864720
  31. [36]Volkow ND, Fowler JS, Wang G, Ding Y, Gatley SJ. Mechanism of action of methylphenidate: insights from PET imaging studies. J Atten Disord 2002; 6: S31– S43. 12685517
  32. [37]Borenstein M, Hedges LV, Higgins JPT, Rothstein HR. Criticisms of meta-analysis In: Sharples K (ed). Introduction to Meta-Analysis. John Wiley & Sons, Ltd: Chichester, UK, 2009, pp 377– 387.
  33. [38]Winsberg BG, Comings DE. Association of the dopamine transporter gene (DAT1) with poor methylphenidate response. J Am Acad Child Adolesc Psychiatry 1999; 38: 1474– 1477. 10596245
  34. [39]Seeger G, Schloss P, Schmidt MH. Marker gene polymorphisms in hyperkinetic disorder-predictors of clinical response to treatment with methylphenidate?. Neurosci Lett 2001; 313: 45– 48. 11684336
  35. [40]Tharoor H, Lobos EA, Todd RD, Reiersen AM. Association of dopamine, serotonin, and nicotinic gene polymorphisms with methylphenidate response in ADHD. Am J Med Genet B Neuropsychiatr Genet 2008; 147: 527– 530. 17948872
  36. [41]Kirley A, Lowe N, Hawi Z, Mullins C, Daly G, Waldman I Association of the 480 bp DAT1 allele with methylphenidate response in a sample of Irish children with ADHD. Am J Med Genet B Neuropsychiatr Genet 2008; 121: 50– 54. 12898575
  37. [43]Song J, Kim SW, Hong HJ, Lee MG, Lee BW, Choi TK Association of SNAP-25, SLC6A2, and LPHN3 with OROS methylphenidate treatment response in attention-deficit/hyperactivity disorder. Clin Neuropharmacol 2014; 37: 136– 141. 25229170
  38. [44]Kim BN, Cummins TD, Kim JW, Bellgrove MA, Hong SB, Song SH Val/Val genotype of brain-derived neurotrophic factor (BDNF) Val66Met polymorphism is associated with a better response to OROS-MPH in Korean ADHD children. Int J Neuropsychopharmacol 2011; 14: 1399– 1410. 21733227
  39. [45]Kim JI, Kim J-W, Park J-E, Park S, Hong S-B, Han D-H Association of the GRIN2B rs2284411 polymorphism with methylphenidate response in attention-deficit/hyperactivity disorder. J Psychopharmacol 2017; 31: 1070– 1077. 27624150
  40. [46]McGough JJ, McCracken JT, Loo SK, Manganiello M, Leung MC, Tietjens JR A candidate gene analysis of methylphenidate response in attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 2009; 48: 1155– 1164. 19858760 PMC2888980
  41. [48]Duval S, Tweedie R. Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics 2000; 56: 455– 463. 10877304
  42. [49]Hong S-B, Kim J-W, Cho S-C, Shin M-S, Kim B-N, Yoo H-J. Dopaminergic and noradrenergic gene polymorphisms and response to methylphenidate in Korean children with attention-deficit/hyperactivity disorder: is there an interaction? J Child Adolesc Psychopharmacol 2012; 22: 343– 352. 23083021
  43. [50]Kim J-W, Sharma V, Ryan ND. Predicting methylphenidate response in ADHD using machine learning approaches. Int J Neuropsychopharmacol 2015; 18: pyv052. 25964505 PMC4756719
  44. [51]Park S, Kim JW, Kim BN, Hong SB, Shin MS, Yoo HJ No significant association between the alpha-2A-adrenergic receptor gene and treatment response in combined or inattentive subtypes of attention-deficit hyperactivity disorder. Pharmacopsychiatry 2013; 46: 169– 174. 23824524
  45. [52]Sengupta S, Grizenko N, Schmitz N, Schwartz G, Bellingham J, Polotskaia A COMT Val108/158Met polymorphism and the modulation of task-oriented behavior in children with ADHD. Neuropsychopharmacology 2008; 33: 3069– 3077. 18580877 PMC2885152
  46. [53]van der Meulen EM, Bakker SC, Pauls DL, Oteman N, Kruitwagen CLJJ, Pearson PL High sibling correlation on methylphenidate response but no association with DAT1-10R homozygosity in Dutch sibpairs with ADHD. J Child Psychol Psychiatry 2005; 46: 1074– 1080. 16178931
  47. [54]Zeni CP, Guimarães AP, Polanczyk GV, Genro JP, Roman T, Hutz MH No significant association between response to methylphenidate and genes of the dopaminergic and serotonergic systems in a sample of Brazilian children with attention-deficit/hyperactivity disorder. Am J Med Genet B Neuropsychiatr Genet 2007; 144B: 391– 394. 17171656
  48. [55]Pasini A, Sinibaldi L, Paloscia C, Douzgou S, Pitzianti MB, Romeo E Neurocognitive effects of methylphenidate on ADHD children with different DAT genotypes: a longitudinal open label trial. Eur J Paediatr Neurol 2013; 17: 407– 414. 23541676
  49. [56]Gizer IR, Ficks C, Waldman ID. Candidate gene studies of ADHD: a meta-analytic review. Hum Genet 2009; 126: 51– 90. 19506906
  50. [57]Hawi Z, Cummins TDR, Tong J, Johnson B, Lau R, Samarrai W The molecular genetic architecture of attention deficit hyperactivity disorder. Mol Psychiatry 2015; 20: 289– 297. 25600112
  51. [59]Kim C-H, Hahn MK, Joung Y, Anderson SL, Steele AH, Mazei-Robinson MS A polymorphism in the norepinephrine transporter gene alters promoter activity and is associated with attention-deficit hyperactivity disorder. Proc Natl Acad Sci USA 2006; 103: 19164– 19169. 17146058 PMC1748193
  52. [62]Schacht JP. COMT val158met moderation of dopaminergic drug effects on cognitive function: a critical review. Pharmacogenomics J 2016; 16: 430– 438. 27241058 PMC5028240
  53. [63]Lotta T, Vidgren J, Tilgmann C, Ulmanen I, Melen K, Julkunen I Kinetics of human soluble and membrane-bound catechol O-methyltransferase: a revised mechanism and description of the thermolabile variant of the enzyme. Biochemistry 1995; 34: 4202– 210. 7703232
  54. [64]Stein MA, McGough JJ. The pharmacogenomic era: promise for personalizing attention deficit hyperactivity disorder therapy. Child Adolesc Psychiatr Clin N Am 2008; 17: 475– 490. 18295157 PMC2413066
  55. [65]Kidd KK, Pakstis AJ, Yun L. An historical perspective on ‘The world-wide distribution of allele frequencies at the human dopamine D4 receptor locus’. Hum Genet 2014; 133: 431– 433. 24162668
  56. [67]Opmeer EM, Kortekaas R, Aleman A. Depression and the role of genes involved in dopamine metabolism and signalling. Prog Neurobiol 2010; 92: 112– 133. 20558238
  57. [68]Faraone SV, Spencer TJ, Madras BK, Zhang-James Y, Biederman J. Functional effects of dopamine transporter gene genotypes on in vivo dopamine transporter functioning: a meta-analysis. Mol Psychiatry 2014; 19: 880– 889. 24061496 PMC13293237
  58. [69]Coghill DR, Banaschewski T, Lecendreux M, Soutullo C, Zuddas A, Adeyi B Post hoc analyses of the impact of previous medication on the efficacy of lisdexamfetamine dimesylate in the treatment of attention-deficit/hyperactivity disorder in a randomized, controlled trial. Neuropsychiatr Dis Treat 2014; 10: 2039– 2047. 25378930 PMC4219557
  59. [72]Pagerols M, Richarte V, Sánchez-Mora C, Garcia-Martínez I, Corrales M, Corominas M Pharmacogenetics of methylphenidate response and tolerability in attention-deficit/hyperactivity disorder. Pharmacogenomics J 2017; 17: 98– 104. 26810137
  60. [73]Wolraich ML, Wibbelsman CJ, Brown TE, Evans SW, Gotlieb EM, Knight JR. Attention-deficit/hyperactivity disorder among adolescents: a review of the diagnosis, treatment, and clinical implications. Pediatrics 2005; 115: 1734– 1746. 15930238
  61. [74]Charach A, Ickowicz A, Schachar R. Stimulant treatment over five years: adherence, effectiveness, and adverse effects. J Am Acad Child Adolesc Psychiatry 2004; 43: 559– 567. 15100562
  62. [76]Fagerness J, Fonseca E, Hess GP, Scott R, Gardner KR, Koffler M Pharmacogenetic-guided psychiatric intervention associated with increased adherence and cost savings. Am J Manag Care 2014; 20: e146– e156. 25326929
  63. [77]Stahl SM. Psychiatric pharmacogenomics: how to integrate into clinical practice. CNS Spectr 2017; 22: 1– 4. 28168945

Cited by

Sorted by citations

Authors
Myer, N. M., Boland, J. R., & Faraone, S. V.
Affiliations
SUNY Upstate Medical University (US)
Corresponding author
Myer, N M
Venue
Molecular Psychiatry
Published
2017-12-12
Volume
23
Issue
9
Pages
1929-1936
ISSN
  • 1359-4184 (ISSN-L)
  • 1476-5578
OpenAlex
W2772773692
Cited by
91
References
14
Citations by year
2026: 11 · 2025: 7 · 2024: 9 · 2023: 10 · 2022: 15 · 2021: 14 · 2020: 9 · 2019: 9 · 2018: 7
FWCI
5.62
Type
journal article
Language
en
Open access
Locations
  • Molecular Psychiatry (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • Sunovion
  • National Institute of Mental Health (U01MH109536, R01MH101519)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
Keywords
methylphenidate, attention deficit hyperactivity disorder, childhood ADHD, pharmacogenetics, treatment response prediction, single nucleotide polymorphisms, ADRA2A, catechol-O-methyltransferase, norepinephrine transporter, dopamine transporter, DRD4, LPHN3, catecholamine transporters, dopamine receptors, personalized medicine, stimulant medication response, publication bias
MeSH terms
Attention Deficit Disorder with Hyperactivity, Catechol O-Methyltransferase, Child, Female, Genotype, Humans, Male, Methylphenidate, Pharmacogenetics, Treatment Outcome, Receptors, Adrenergic, alpha-2, Minisatellite Repeats, Polymorphism, Single Nucleotide, Dopamine Plasma Membrane Transport Proteins, Norepinephrine Plasma Membrane Transport Proteins, Receptors, Dopamine D4, Biomarkers, Pharmacological

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