Skip to main content

Morphometric Biomarkers of Addiction and Treatment Response

  • Chapter
Neuroimaging and Psychosocial Addiction Treatment

Abstract

The monumental problem of addiction raises a question: Why do some people who initially experiment with mind-altering substances become addicted while others do not? In a large epidemiological survey it was reported that 23 percent of individuals who try heroin become dependent, while 17 percent, 15 percent, and 9 percent of individuals who try cocaine, alcohol, and marijuana become dependent. And 32 percent of individuals who try tobacco become addicted (Anthony & Petronis, 1995). To complicate the problem of addiction further, treatment strategies are effective only for some individuals. For example, varenicline (Chantix™) is the most effective first-line medication for nicotine dependence, but treatment trials demonstrate that less than half of individuals who receive varenicline treatment derive benefit (Reus et al., 2007). A third complication stems directly from the definition of the disease itself. The National Institute on Drug Abuse (NIDA) defines addiction as ‘a chronic, relapsing disease characterized by compulsive drug seeking and use despite harmful consequences, as well as neurochemical and molecular changes in the brain’ (http://www.drugabuse.gov). Thus, an individual may remain abstinent for months or even years and subsequently succumb to the cardinal feature of substance use disorders (SUDs) highlighted by NIDA’s definition of addiction: relapse.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Anthony, J. C., & Petronis, K. R. (1995). ‘Early-onset drug use and risk of later drug problems’, Drug and Alcohol Dependence, 40, 9–15.

    Article  PubMed  Google Scholar 

  • Bartsch, A. J., Homola, G., Biller, A., Smith, S. M., Weijers, H. G., Wiesbeck, G. A., … Bendszus, M. (2007). ‘Manifestations of early brain recovery associated with abstinence from alcoholism’, Brain, 130, 36–47.

    Article  PubMed  Google Scholar 

  • Bell, R. P., Foxe, J. J., Ross, L. A., & Caravan, H. (2014). ‘Intact inhibitory control processes in abstinent drug abusers (I): A functional neuroimaging study in former cocaine addicts’, Neuropharmacology, 82, 143–50.

    Article  PubMed  PubMed Central  Google Scholar 

  • Benowitz, N. L., Jacob III, P., Jones, R. T., & Rosenberg, J. (1982). ‘Interindividual variability in the metabolism and cardiovascular effects of nicotine in man’, The Journal of Pharmacology and Experimental Therapeutics, 221, 368–72.

    PubMed  Google Scholar 

  • Borsook, D., Becerra, L., & Fava, M. (2013). ‘Use of functional imaging across clinical phases in CNS drug development’, Translational Psychiatry, 3, e282.

    Article  Google Scholar 

  • Cardenas, V. A., Durazzo, T. C., Gazdzinski, S., Mon, A., Studholme, C., & Meyerhoff, D. J. (2011). ‘Brain morphology at entry into treatment lor alcohol dependence is related to relapse propensity’, Biological Psychiatry, 70, 561–7.

    Article  PubMed  PubMed Central  Google Scholar 

  • Cass, W. A., & Manning, M. W. (1999). ‘Recovery of presynaptic dopaminergic functioning in rats treated with neurotoxic doses of methamphetamine’, The Journal of Neuroscience, 19, 7653–60.

    PubMed  Google Scholar 

  • Connolly, C. G., Bell, R. P., Foxe, J. J., & Caravan, H. (2013). ‘Dissociated grey matter changes with prolonged addiction and extended abstinence in cocaine users’, PloS one, 8, e59645.

    Article  Google Scholar 

  • Domino, E. F, Ni, L., Xu, Y., Koeppe, R. A., Guthrie, S., & Zubieta, J. K. (2004). ‘Regional cerebral blood flow and plasma nicotine after smoking tobacco cigarettes’, Progress in Neuro-Psychopharmacology & Biological Psychiatry, 28, 319–27.

    Article  Google Scholar 

  • Ersche, K. D., Williams, G. B., Robbins, T. W., & Bullmore, E. T. (2013). ‘Meta-analysis of structural brain abnormalities associated with stimulant drug dependence and neuroimaging of addiction vulnerability and resilience’, Current Opinion in Neurobiology, 23, 615–24.

    Article  PubMed  Google Scholar 

  • Forman, S. D., Dougherty, G. G., Casey, B. J., Siegle, G. J., Braver, T. S., Barch, D. M., … Lorensen, E. (2004). ‘Opiate addicts lack error-dependent activation of rostral anterior cingulate’, Biological Psychiatry, 55, 531–7.

    Article  PubMed  Google Scholar 

  • Franklin, T. R., Acton, P. D., Maldjian, J. A., Gray, J. D., Croft, J. R., Dackis, C. A., … Childress, A. R. (2002). ‘Decreased gray matter concentration in the insular, orbitofrontal, cingulate, and temporal cortices of cocaine patients’, Biological Psychiatry, 51, 134–42.

    Article  PubMed  Google Scholar 

  • Franklin, T. R., Wang, Z., Shin, J., Jagannathan, K., Suh, J. J., Detre, J. A., … Childress, A. R. (2012). ‘A VBM study demonstrating ‘apparent’ effects of a single dose of medication on T1-weighted MRIs’, Brain Structure & Function, 218, 97–104.

    Article  Google Scholar 

  • Gazdzinski, S., Durazzo, T. C., Studholme, C., Song, E., Banys, P., & Meyerhoff, D. J. (2005). ‘Quantitative brain MRI in alcohol dependence: Preliminary evidence for effects of concurrent chronic cigarette smoking on regional brain volumes’, Alcoholism: Clinical and Experimental Research, 29, 1484–95.

    Article  Google Scholar 

  • Good, C. D., Johnsrude, I., Ashburner, J., Henson, R. N., Friston, K.J., & Frackowiak, R. S. (2001a). ‘Cerebral asymmetry and the effects of sex and handedness on brain structure: A voxel-based morphometric analysis of 465 normal adult human brains’, NeuroImage, 14, 685–700.

    Article  PubMed  Google Scholar 

  • Good, C. D., Johnsrude, I. S., Ashburner, J., Henson, R. N., Friston, K. J., & Frackowiak, R. S. (2001b). ‘A voxel-based morphometric study of ageing in 465 normal adult human brains’, NeuroImage, 14, 21–36.

    Article  PubMed  Google Scholar 

  • Hanlon, C. A., Dufault, D. L., Wesley, M. J., & Porrino, L.J. (2011). ‘Elevated gray and white matter densities in cocaine abstainers compared to current users’, Psychopharmacology 218, 681–92.

    Article  PubMed  PubMed Central  Google Scholar 

  • Harvey, D. C., Lacan, G., Tanious, S. P., & Melega, W. P. (2000). ‘Recovery from methamphetamine induced long-term nigrostriatal dopaminergic deficits without substantia nigra cell loss’, Brain Research, 871, 259–70.

    Article  PubMed  Google Scholar 

  • Hoekzema, E., Carmona, S., Ramos-Quiroga, J. A., Canals, C., Moreno, A., Richarte Fernandez, V., … Vilarroya, O. (2014). ‘Stimulant drugs trigger transient volumetric changes in the human ventral striatum’. Brain Structure & Function, 219, 23–34.

    Article  Google Scholar 

  • Jernigan, T. L., Gamst, A. C., Archibald, S. L., Fennema-Notestine, C., Mindt, M. R., Marcotte, … Grant, I. (2005). ‘Effects of methamphetamine dependence and HIV infection on cerebral morphology’. The American Journal of Psychiatry, 162, 1461–72.

    Article  PubMed  Google Scholar 

  • Mechelli, A., Price, C. J., Friston, K. J., & Ashburner, J. (2005). ‘Voxel-based morphometry of the human brain: Methods and applications’, Current Medical Imaging Reviews, 1, 1–9.

    Article  Google Scholar 

  • Pfefferbaum, A., Sullivan, E. V, Mathalon, D. H., Shear, P. K., Rosenbloom, M. J., & Lim, K. O. (1995). ‘Longitudinal changes in magnetic resonance imaging brain volumes in abstinent and relapsed alcoholics’, Alcoholism: Clinical and Experimental Research, 19, 1177–91.

    Article  Google Scholar 

  • Reus, V I., Obach, R. S., Coe, J. W., Faessel, H., Rollema, H., Watsky E., & Reeves, K. (2007). ‘Varenicline: New treatment with efficacy in smoking cessation’, Drugs of Today (Barcelona, Spain: 1998), 43, 65–75.

    Article  Google Scholar 

  • Ricaurte, G. A., & McCann, U. D. (1992). ‘Neurotoxic amphetamine analogues: Effects in monkeys and implications for humans’, Annals of the New York Academy of Sciences, 648, 371–82.

    Article  PubMed  Google Scholar 

  • Rinck, P. (2013). Magnetic resonance in medicine: The basic textbook of the European Magnetic Resonance Forum. (7th ed.) [electronic version 7.1]. Retrieved from http://www.magnetic-resonance.org/contents.html

    Google Scholar 

  • Volkow, N. D., Chang, L., Wang, G. J., Fowler, J. S., Franceschi, D., Sedler, M., … Logan, J. (2001). ‘Loss of dopamine transporters in methamphetamine abusers recovers with protracted abstinence’, The Journal of Neuroscience, 21, 9414–8.

    PubMed  Google Scholar 

  • Zubieta, J. K., Heitzeg, M. M., Xu, Y., Koeppe, R. A., Ni, L., Guthrie, S., & Domino, E. F. (2005). ‘Regional cerebral blood flow responses to smoking in tobacco smokers after overnight abstinence’, The American Journal of Psychiatry, 162, 567–77.

    Article  PubMed  Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Copyright information

© 2015 Teresa R. Franklin, Joel Mumma, Kanchana Jagannathan, Reagan R. Wetherill, and Anna Rose Childress

About this chapter

Cite this chapter

Franklin, T.R., Mumma, J., Jagannathan, K., Wetherill, R.R., Childress, A.R. (2015). Morphometric Biomarkers of Addiction and Treatment Response. In: Ewing, S.W.F., Witkiewitz, K., Filbey, F.M. (eds) Neuroimaging and Psychosocial Addiction Treatment. Palgrave Macmillan, London. https://doi.org/10.1057/9781137362650_8

Download citation

Publish with us

Policies and ethics