A Retrospective Comparative Study in Patients With Cocaine Use Disorder Comorbid With Attention Deficit Hyperactivity Disorder Undergoing an rTMS Protocol Treatment

Stefano Cardullo, Luis J Gómez Pérez, Diego Cuppone, Michela Sarlo, Nicola Cellini, Alberto Terraneo, Luigi Gallimberti, Graziella Madeo, Stefano Cardullo, Luis J Gómez Pérez, Diego Cuppone, Michela Sarlo, Nicola Cellini, Alberto Terraneo, Luigi Gallimberti, Graziella Madeo

Abstract

Background: Adult attention-deficit/hyperactivity disorder (ADHD) is associated with high comorbidity with other psychiatric diseases, including cocaine use disorder (CocUD). Given the common fronto-striatal dysfunction, ADHD patients often use cocaine as self-medication for ameliorating symptoms by increasing striatal dopamine release. Yet, comorbidity with ADHD is related to poor treatment outcomes. CocUD has been treated with transcranial magnetic stimulation (TMS), but no studies investigated the outcomes in patients comorbid with ADHD. Methods: Twenty-two ADHD/CocUD and 208 CocUD-only participants received a high-frequency (15 Hz) rTMS treatment stimulating the left-DLPFC. We investigated whether both groups of patients shared similar demographic and clinical characteristics at baseline. Then, we monitored the effect of treatment testing for potential differences between groups. Results: At baseline demographic, toxicology and clinical features were not different between the two groups except for global severity index (GSI from SCL-90): patients of ADHD/CocUD group reported higher general symptomatology compared to the CocUD-only group. Concerning the effect of treatment, both groups significantly improved over time regarding cocaine use, craving, and other negative affect symptoms. No differences were observed between groups. Conclusions: To our knowledge, this is the first study comparing the demographic characterization and rTMS clinical improvements of patients with a dual diagnosis of ADHD and CocUD against CocUD-only patients. Cocaine use and common self-reported withdrawal/abstinence symptoms appear to benefit from rTMS treatment with no differences between groups. Future studies are needed to further investigate these preliminary results.

Keywords: attention deficit hyperactivity disorder; cocaine use disorder; craving; dopamine; dorsolateral prefrontal cortex; repetitive transcranial magnetic stimulation.

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Copyright © 2021 Cardullo, Gómez Pérez, Cuppone, Sarlo, Cellini, Terraneo, Gallimberti and Madeo.

Figures

Figure 1
Figure 1
Time to the first resumption of cocaine in ADHD/CocUD and CocUD-only groups. ADHD, attention-deficit/hyperactivity disorder; CocUD, cocaine use disorder.
Figure 2
Figure 2
Distribution of patients according to cocaine frequency level at Day 90 (A), and change in cocaine frequency level in comparison to baseline (B). ADHD, attention-deficit/hyperactivity disorder; CocUD, cocaine use disorder.

References

    1. American Psychiatric Association . Diagnostic and Statistical Manual of Mental Disorders: DSM-5. Washington, DC: American Psychiatric Association; (2013).
    1. Biederman J. Attention-deficit/hyperactivity disorder: a selective overview. Biol Psychiatry. (2005) 57:1215–20. 10.1016/j.biopsych.2004.10.020
    1. Kessler RC, Adler L, Berkley R, Biederman J, Conners CK, Demler O, et al. . The prevalence and correlates of adult ADHD in the United States: Results from the National Comorbidity Survey Replication. Am J Psychiatry. (2006) 163:716–23. 10.1176/ajp.2006.163.4.716
    1. Arias AJ, Gelernter J, Chan G, Weiss RD, Brady KT, Farrer L, et al. . Correlates of co-occurring ADHD in drug-dependent subjects: prevalence and features of substance dependence and psychiatric disorders. Addict Behav. (2008) 33:1199–207. 10.1016/j.addbeh.2008.05.003
    1. Carroll KM, Rounsaville BJ. History and significance of childhood attention deficit disorder in treatment-seeking cocaine abusers. Compr Psychiatry. (1993) 34:75–82.
    1. Huntley Z, Maltezos S, Williams C, Morinan A, Hammon A, Ball D. Rates of undiagnosed attention deficit hyperactivity disorder in London drug and alcohol detoxification units. BMC Psychiatry. (2012) 12:223. 10.1186/1471-244X-12-223
    1. Kalbag AS, Levin FR. Adult ADHD and substance abuse: diagnostic and treatment issues. Subst Use Misuse. (2005) 40:1955–81. 10.1080/10826080500294858
    1. Falck RS, Wang J, Siegal HA, Carlson RG. The prevalence of psychiatric disorder among a community sample of crack cocaine users: an exploratory study with practical implications. J Nerv Ment Dis. (2004) 192:503–7. 10.1097/01.nmd.0000131913.94916.d5
    1. Levin FR, Evans SM, Kleber HD. Prevalence of adult attention-deficit hyperactivity disorder among cocaine abusers seeking treatment. Drug Alcohol Depend. (1998) 52:15–25.
    1. Rounsaville BJ, Anton SF, Carroll K, Budde D, Prusoff BA, Gawin F. Psychiatric diagnoses of treatment-seeking cocaine abusers. Arch Gen Psychiatry. (1991) 48:43–51.
    1. Tang Y-L, Kranzler HR, Gelernter J, Farrer LA, Cubells JF. Comorbid psychiatric diagnoses and their association with cocaine-induced psychosis in cocaine-dependent subjects. Am J Addict. (2007) 16:343–51. 10.1080/10550490701525723
    1. van de Glind G, Konstenius M, Koeter MWJ, van Emmerik-van Oortmerssen K, Carpentier P-J, Kaye S, et al. . Variability in the prevalence of adult ADHD in treatment seeking substance use disorder patients: results from an international multi-center study exploring DSM-IV and DSM-5 criteria. Drug Alcohol Depend. (2014) 134:158–66. 10.1016/j.drugalcdep.2013.09.026
    1. van Emmerik-van Oortmerssen K, van de Glind G, van den Brink W, Smit F, Crunelle CL, Swets M, et al. . Prevalence of attention-deficit hyperactivity disorder in substance use disorder patients: a meta-analysis and meta-regression analysis. Drug Alcohol Depend. (2012) 122:11–9. 10.1016/j.drugalcdep.2011.12.007
    1. Ziedonis DM, Rayford BS, Bryant KJ, Rounsaville BJ. Psychiatric comorbidity in white and African-American cocaine addicts seeking substance abuse treatment. Psychiatr Serv. (1994) 45:43–9.
    1. Wilens TE. Impact of ADHD and its treatment on substance abuse in adults. J Clin Psychiatry. (2004) 65:38–45.
    1. Wilens TE, Fusillo S. When ADHD and substance use disorders intersect: relationship and treatment implications. Curr Psychiatry Rep. (2007) 9:408–14. 10.1007/s11920-007-0053-3
    1. Levin FR, Evans SM, Vosburg SK, Horton T, Brooks D, Ng J. Impact of attention-deficit hyperactivity disorder and other psychopathology on treatment retention among cocaine abusers in a therapeutic community. Addict Behav. (2004) 29:1875–82. 10.1016/j.addbeh.2004.03.041
    1. Levin FR, Bisaga A, Raby W, Aharonovich E, Rubin E, Mariani J, et al. . Effects of major depressive disorder and attention-deficit/hyperactivity disorder on the outcome of treatment for cocaine dependence. J Subst Abuse Treat. (2008) 34:80–9. 10.1016/j.jsat.2006.11.012
    1. Wise BK, Cuffe SP, Fischer T. Dual diagnosis and successful participation of adolescents in substance abuse treatment. J Subst Abuse Treat. (2001) 21:161–5. 10.1016/S0740-5472(01)00193-3
    1. Volkow ND, Wang G-J, Newcorn J, Telang F, Solanto MV, Fowler JS, et al. . Depressed dopamine activity in caudate and preliminary evidence of limbic involvement in adults with attention-deficit/hyperactivity disorder. Arch Gen Psychiatry. (2007) 64:932–40. 10.1001/archpsyc.64.8.932
    1. Volkow ND, Fowler JS, Wolf AP, Schlyer D, Shiue C-Y, Alpert R, et al. . Effects of chronic cocaine abuse on postsynaptic dopamine receptors. Am J Psychiatry. (1990) 147:719–24. 10.1176/ajp.147.6.719
    1. Volkow ND, Fowler JS, Wang GJ, Swanson JM. Dopamine in drug abuse and addiction: results from imaging studies and treatment implications. Mol Psychiatry. (2004) 9:557–69. 10.1038/sj.mp.4001507
    1. Volkow ND, Swanson JM. Does childhood treatment of ADHD with stimulant medication affect substance abuse in adulthood? Am J Psychiatry. (2008) 165:553–5. 10.1176/appi.ajp.2008.08020237
    1. Goldstein RZ, Volkow ND. Drug addiction and its underlying neurobiological basis: neuroimaging evidence for the involvement of the frontal cortex. Am J Psychiatry. (2002) 159:1642–52. 10.1176/appi.ajp.159.10.1642
    1. Koob GF, Volkow ND. Neurobiology of addiction: a neurocircuitry analysis. Lancet Psychiatry. (2016) 3:760–73. 10.1016/S2215-0366(16)00104-8
    1. Spagnolo PA, Goldman D. Neuromodulation interventions for addictive disorders: challenges, promise, and roadmap for future research. Brain. (2017) 140:1183–203. 10.1093/brain/aww284
    1. Ekhtiari H, Tavakoli H, Addolorato G, Baeken C, Bonci A, Campanella S, et al. . Transcranial electrical and magnetic stimulation (tES and TMS) for addiction medicine: a consensus paper on the present state of the science and the road ahead. Neurosci Biobehav Rev. (2019) 104:118–40. 10.1016/j.neubiorev.2019.06.007
    1. Diana M, Raij T, Melis M, Nummenmaa A, Leggio L, Bonci A. Rehabilitating the addicted brain with transcranial magnetic stimulation. Nat Rev Neurosci. (2017) 18:685–93. 10.1038/nrn.2017.113
    1. Pettorruso M, Martinotti G, Montemitro C, Miuli A, Spano MC, Lorusso M, et al. . Craving and other transdiagnostic dimensions in addiction: toward personalized neuromodulation treatments. J ECT. (2020) 36:e8. 10.1097/YCT.0000000000000643
    1. Terraneo A, Leggio L, Saladini M, Ermani M, Bonci A, Gallimberti L. Transcranial magnetic stimulation of dorsolateral prefrontal cortex reduces cocaine use: a pilot study. Eur Neuropsychopharmacol. (2016) 26:37–44. 10.1016/j.euroneuro.2015.11.011
    1. Rapinesi C, Del Casale A, Di Pietro S, Ferri VR, Piacentino D, Sani G, et al. . Add-on high frequency deep transcranial magnetic stimulation (dTMS) to bilateral prefrontal cortex reduces cocaine craving in patients with cocaine use disorder. Neurosci Lett. (2016) 629:43–7. 10.1016/j.neulet.2016.06.049
    1. Politi E, Fauci E, Santoro A, Smeraldi E. Daily sessions of transcranial magnetic stimulation to the left prefrontal cortex gradually reduce cocaine craving. Am J Addict. (2008) 17:345–6. 10.1080/10550490802139283
    1. Bolloni C, Panella R, Pedetti M, Frascella AG, Gambelunghe C, Piccoli T, et al. . Bilateral transcranial magnetic stimulation of the prefrontal cortex reduces cocaine intake: a pilot study. Front Psychiatry. (2016) 7:133. 10.3389/fpsyt.2016.00133
    1. Madeo G, Terraneo A, Cardullo S, Gómez Pérez LJ, Cellini N, Sarlo M, et al. . Long-term outcome of repetitive transcranial magnetic stimulation in a large cohort of patients with cocaine-use disorder: an observational study. Front Psychiatry. (2020) 11:158. 10.3389/fpsyt.2020.00158
    1. Pettorruso M, Martinotti G, Santacroce R, Montemitro C, Fanella F, Di Giannantonio M. rTMS reduces psychopathological burden and cocaine consumption in treatment-seeking subjects with Cocaine Use Disorder: an open label, feasibility study. Front psychiatry. (2019) 10:621. 10.3389/fpsyt.2019.00621
    1. Gómez Pérez LJ, Cardullo S, Cellini N, Sarlo M, Monteanni T, Bonci A, et al. . Sleep quality improves during treatment with repetitive transcranial magnetic stimulation (rTMS) in patients with cocaine use disorder: a retrospective observational study. BMC Psychiatry. (2020) 20:1–12. 10.1186/s12888-020-02568-2
    1. Pettorruso M, Spagnolo PA, Leggio L, Janiri L, Di Giannantonio M, Gallimberti L, et al. . Repetitive transcranial magnetic stimulation of the left dorsolateral prefrontal cortex may improve symptoms of anhedonia in individuals with cocaine use disorder: a pilot study. Brain Stimul. (2018) 11:1195–7. 10.1016/j.brs.2018.06.001
    1. Pettorruso M, di Giannantonio M, De Risio L, Martinotti G, Koob GF. A light in the darkness: repetitive transcranial magnetic stimulation (rTMS) to treat the hedonic dysregulation of addiction. J Addict Med. (2020) 14:272–4. 10.1097/ADM.0000000000000575
    1. Bunse T, Wobrock T, Strube W, Padberg F, Palm U, Falkai P, et al. . Motor cortical excitability assessed by transcranial magnetic stimulation in psychiatric disorders: a systematic review. Brain Stimul. (2014) 7:158–69. 10.1016/j.brs.2013.08.009
    1. Bloch Y, Harel EV, Aviram S, Govezensky J, Ratzoni G, Levkovitz Y. Positive effects of repetitive transcranial magnetic stimulation on attention in ADHD Subjects: a randomized controlled pilot study. World J Biol Psychiatry. (2010) 11:755–8. 10.3109/15622975.2010.484466
    1. Cao P, Xing J, Cao Y, Cheng Q, Sun X, Kang Q, et al. . Clinical effects of repetitive transcranial magnetic stimulation combined with atomoxetine in the treatment of attention-deficit hyperactivity disorder. Neuropsychiatr Dis Treat. (2018) 14:3231–40. 10.2147/NDT.S182527
    1. Kooij JJS, Francken MH. DIVA 2.0. Diagnostic Interview Voor ADHD Adults bij volwassenen [DIVA 2 0 Diagnostic Interview ADHD Adults] DIVA Found () (2010).
    1. Rossi S, Hallett M, Rossini PM, Pascual-Leone A, Avanzini G, Bestmann S, et al. . Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research. Clin Neurophysiol. (2009) 120:2008–39. 10.1016/j.clinph.2009.08.016
    1. Witkiewitz K, Hallgren KA, Kranzler HR, Mann KF, Hasin DS, Falk DE, et al. . Clinical validation of reduced alcohol consumption after treatment for alcohol dependence using the world health organization risk drinking levels. Alcohol Clin Exp Res. (2017) 41:179–86. 10.1111/acer.13272
    1. Roos CR, Nich C, Mun CJ, Babuscio TA, Mendonca J, Miguel AQC, et al. . Clinical validation of reduction in cocaine frequency level as an endpoint in clinical trials for cocaine use disorder. Drug Alcohol Depend. (2019) 205:107648. 10.1016/j.drugalcdep.2019.107648
    1. Weiss RD, Griffin ML, Hufford C, Muenz LR, Najavits LM, Jansson SB, et al. . Early prediction of initiation of abstinence from cocaine. Am J Addict. (1997) 6:224–31. 10.1111/j.1521-0391.1997.tb00401.x
    1. Buysse DJ, Reynolds CF, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh sleep quality index: a new instrument for psychiatric practice and research. Psychiatry Res. (1989) 28:193–213. 10.1016/0165-1781(89)90047-4
    1. Beck A, Steer R, Brown G. Beck depression inventory-II. San Antonio: San Antonio, TX: Psychological Corporation. (1996).
    1. Zung WWK. A rating instrument for anxiety disorders. Psychosomatics. (1971) 12:371–9. 10.1016/S0033-3182(71)71479-0
    1. Derogatis LR. Symptom checklist-90-R (SCL-90-R): administration, scoring, and procedures manual. 3rd ed. Minneapolis, MN: NCS Pearson; (1994).
    1. RStudio Team. RStudio: Integrated Development for R. Boston, MA: RStudio, Inc. (2019).
    1. R Core Team . R: A language and environment for statistical computing. Vienna: R Found Stat Comput; (2019).
    1. Venables WN, Ripley BD. Modern Applied Statistics with S. 4th ed. New York, NY: Springer; (2002).
    1. Therneau TM, Grambsch PM. Modeling Survival Data: Extending the Cox Model. New York, NY: Springer; (2000).
    1. Bates D, Mächler M, Bolker B, Walker S. Fitting linear mixed-effects models using lme4. J Stat Softw. (2015). 10.18637/jss.v067.i01
    1. Kuznetsova A, Brockhoff PB, Christensen RHB. lmerTest package: tests in linear mixed effects models. J Stat Softw. (2017) 82:1–26. 10.18637/jss.v082.i13
    1. Lenth R. emmeans: Estimated Marginal Means, aka Least-Squares Means. R package version 1.5.0 (2020). Available online at:
    1. Fayyad J, Sampson NA, Hwang I, Adamowski T, Aguilar-Gaxiola S, Al-Hamzawi A, et al. . The descriptive epidemiology of DSM-IV Adult ADHD in the World Health Organization World Mental Health Surveys. ADHD Atten Deficit Hyperact Disord. (2017) 9:47–65. 10.1007/s12402-016-0208-3
    1. Elliott J, Johnston A, Husereau D, Kelly SE, Eagles C, Charach A, et al. . Pharmacologic treatment of attention deficit hyperactivity disorder in adults: a systematic review and network meta-analysis. (2020) 15:e0240584. 10.1371/journal.pone.0240584
    1. Walsh SL, Middleton LS, Wong CJ, Nuzzo PA, Campbell CL, Rush CR, et al. . Atomoxetine does not alter cocaine use in cocaine dependent individuals: a double blind randomized trial. Drug Alcohol Depend. (2013) 130:150–7. 10.1016/j.drugalcdep.2012.10.024
    1. Levin FR, Mariani JJ, Secora A, Brooks D, Cheng WY, Bisaga A, et al. . Atomoxetine treatment for cocaine abuse and adult attention deficit/hyperactivity disorder (ADHD): a preliminary open trial. J Dual Diagn. (2009) 5:41–56. 10.1080/15504260802628767
    1. Suzuki C, Ikeda Y, Tateno A, Okubo Y, Fukayama H, Suzuki H. Acute atomoxetine selectively modulates encoding of reward value in ventral medial prefrontal cortex. J Nippon Med Sch. (2019) 86:98–107. 10.1272/jnms.JNMS.2019_86-205
    1. Bymaster FP, Katner JS, Nelson DL, Hemrick-Luecke SK, Threlkeld PG, Heiligenstein JH, et al. . Atomoxetine increases extracellular levels of norepinephrine and dopamine in prefrontal cortex of rat: a potential mechanism for efficacy in attention deficit/hyperactivity disorder. Neuropsychopharmacology. (2002) 27:699–711. 10.1016/S0893-133X(02)00346-9
    1. Swanson CJ, Perry KW, Koch-Krueger S, Katner J, Svensson KA, Bymaster FP. Effect of the attention deficit/hyperactivity disorder drug atomoxetine on extracellular concentrations of norepinephrine and dopamine in several brain regions of the rat. Neuropharmacology. (2006) 50:755–60. 10.1016/j.neuropharm.2005.11.022
    1. Kowalczyk OS, Cubillo AI, Smith A, Barrett N, Giampietro V, Brammer M, et al. . Methylphenidate and atomoxetine normalise fronto-parietal underactivation during sustained attention in ADHD adolescents. Eur Neuropsychopharmacol. (2019) 29:1102–16. 10.1016/j.euroneuro.2019.07.139
    1. Volkow ND, Wang GJ, Newcorn JH, Kollins SH, Wigal TL, Telang F, et al. . Motivation deficit in ADHD is associated with dysfunction of the dopamine reward pathway. Mol Psychiatry. (2011) 16:1147–54. 10.1038/mp.2010.97
    1. Volkow ND, Wang GJ, Kollins SH, Wigal TL, Newcorn JH, Telang F, et al. . Evaluating dopamine reward pathway in ADHD: clinical implications. J Am Med Assoc. (2009) 302:1084–91. 10.1001/jama.2009.1308
    1. Strafella AP, Paus TT, Fraraccio M, Dagher A. Striatal dopamine release induced by repetitive transcranial magnetic stimulation of the human motor cortex. Brain. (2003) 126:2609–15. 10.1093/brain/awg268
    1. Cho SS, Strafella AP. rTMS of the left dorsolateral prefrontal cortex modulates dopamine release in the ipsilateral anterior cingulate cortex and orbitofrontal cortex. PLoS ONE. (2009) 4:e6725. 10.1371/journal.pone.0006725
    1. Weaver L, Rostain AL, MacE W, Akhtar U, Moss E, O'Reardon JP. Transcranial magnetic stimulation (TMS) in the treatment of attention-deficit/hyperactivity disorder in adolescents and young adults: a pilot study. J ECT. (2012) 28:98–103. 10.1097/YCT.0b013e31824532c8
    1. Paz Y, Friedwald K, Levkovitz Y, Zangen A, Alyagon U, Nitzan U, et al. . Randomised sham-controlled study of high-frequency bilateral deep transcranial magnetic stimulation (dTMS) to treat adult attention hyperactive disorder (ADHD): Negative results. World J Biol Psychiatry. (2017) 19:561–6. 10.1080/15622975.2017.1282170
    1. Niederhofer H. Effectiveness of the repetitive transcranical magnetic stimulation (rTMS) of 1 Hz for attention-deficit hyperactivity disorder (ADHD). Psychiatr Danub. (2008) 20:91–2.
    1. Sofuoglu M, Gonzalez G, Poling J, Kosten TR. Prediction of treatment outcome by baseline urine cocaine results and self-reported cocaine use for cocaine and opioid dependence. Am J Drug Alcohol Abuse. (2003) 29:713–27. 10.1081/ADA-120026256
    1. Carroll KM, Power M-ED, Bryant KJ, Rounsaville BJ. One-year follow-up status of treatment-seeking cocaine abusers: psychopathology and dependence severity as predictors of outcome. J Nerv Ment Dis. (1993) 181:71–9. 10.1097/00005053-199302000-00001
    1. Weiss RD, Griffin ML, Hufford C. Craving in hospitalized cocaine abusers as a predictor of outcome. Am J Drug Alcohol Abuse. (1995) 21:289–301. 10.3109/00952999509002698
    1. Bordnick PS, Schmitz JM. Cocaine craving: an evaluation across treatment phases. J Subst Abuse. (1998) 10:9–17. 10.1016/S0899-3289(99)80136-9
    1. Kampman KM, Pettinati HM, Volpicelli JR, Oslin DM, Lipkin C, Sparkman T, et al. . Cocaine dependence severity predicts outcome in outpatient detoxification from cocaine and alcohol. Am J Addict. (2004) 13:74–82. 10.1080/10550490490265389

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