Skip to main content
Log in

Imaging genomics applied to anxiety, stress response, and resiliency

  • Reviews
  • Published:
Neuroinformatics Aims and scope Submit manuscript

Abstract

Anxiety and stress response/resiliency are heritable traits central to the etiology of multiple psychiatric diseases, but efforts to identify genetic variation influencing this broad domain of neurobiological function are hampered by the coarseness of the phenotypic measures and the effects of environmental factors. Neuroimaging offers a powerful approach for assessing functional neuronal activity. Neurophysiological measures can serve as intermediate phenotypes more directly linked to small gene effects, compared with behavioral end points of neural dysfunction. Imaging genomics is a relatively new research area that is concerned with linking functional gene variants and brain information processing. Here, we will focus on processes affected by anxiety and stress. Neuroimaging has been combined with genetic analysis to reveal genetic effects of functional variants of the serotonin transporter (5-HTT) and catechol-O-methyltransferase (COMT) genes on brain response to stressful stimuli. The low-expressing allele of the 5-HTT promoter polymorphism (HTTLPR) is associated with anxiety and with greater amygdala and other regional responses to emotional. The COMT Met158 allele leads to lower COMT activity and has also been associated with anxiety, and the effect of this gene is apparently additive with HTTLPR. Individuals with Met158 genotypes are more sensitive to pain stress and, as shown by C11 Carfentanil imaging, have diminished ability to upregulate opioid release after pain/stress. These results suggest that functional variants of 5-HTT and COMT impact brain functions involved in stress and anxiety.

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.

Similar content being viewed by others

References

  • Amaral, D. G. and Price, J. L. (1984) Amygdalacortical projections in the monkey (Macaca fascicularis). J. Comp. Neurol. 230, 465–496.

    Article  CAS  Google Scholar 

  • Ansorge, M. S., Zhou, M., Lira, A., Hen, R., and Gingrich, J. A. (2004) Early-life blockade of the 5-HT transporter alters emotional behavior in adult mice. Science 306, 879–881.

    Article  CAS  Google Scholar 

  • Baldwin, D. S. (2002) Escitalopram: efficacy and tolerability in the treatment of depression. Hosp. Med. 63, 668–671.

    Google Scholar 

  • Barr, C. S., Newman, T. K., Lindell, S., et al. (2004) Interaction between serotonin transporter gene variation and rearing condition in alcohol preference and consumption in female primates. Arch. Gen. Psychiatry 61, 1146–1152.

    Article  CAS  Google Scholar 

  • Bearden, C. E., Jawad, A. F., Lynch, D. R., et al. (2004) Effects of a functional COMT polymorphism on prefrontal cognitive function in patients with 22q11.2 deletion syndrome. Am. J. Psychiatry 161, 1700–1702.

    Article  Google Scholar 

  • Bilder, R. M., Volavka, J., Czobor, P., et al. (2002) Neurocognitive correlates of the COMT val(158)Met polymorphism in chronic schizophrenia. Biol. Psychiatry 52, 701–707.

    Article  CAS  Google Scholar 

  • Bray, N. J., Buckland, P. R., Williams, N. M., et al. (2003) A haplotype implicated in schizophrenia susceptibility is associated with reduced COMT expression in human brain. Am. J. Hum. Genet. 73, 152–161.

    Article  CAS  Google Scholar 

  • Brody, A. L., Saxena, S., Mandelkern, M. A., Fairbanks, L. A., Ho, M. L., and Baxter, L. R. (2001) Brain metabolic changes associated with symptom factor improvement in major depressive disorder. Biol. Psychiatry 50, 171–178.

    Article  CAS  Google Scholar 

  • Camp, N. J., Lowry, M. R., Richards, R. L., et al. (2005) Genome-wide linkage analyses of extended Utah pedigrees identifies loci that influence recurrent, early-onset major depression and an xiety disorders. Am. J. Med. Genet. B Neuropsychiatry Genet. 135, 85–93.

    Article  Google Scholar 

  • Caspi, A., McClay, J., Moffitt, T. E., et al. (2002) Role of genotype in the cycle of violence in maltreated children. Science 297, 851–854.

    Article  CAS  Google Scholar 

  • Caspi, A., Sugden, K., Moffitt, T. E., et al. (2003) Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene. Science 301, 386–389.

    Article  CAS  Google Scholar 

  • Chen, J., Lipska, B. K., Halim, N., etal. (2004) Functional analysis of genetic variation in catechol-O-methyltransferase (COMT): effects on mRNA, protein, and enzyme activity in postmortem human brain. Am. J. Hum. Genet. 75, 807–821.

    Article  CAS  Google Scholar 

  • Cloninger, C. R., Van Eerdewegh, P., Goate, A., et al. (1998) Anxiety proneness linked to epistatic loci in genome scan of human personality traits. Am. J. Med. Genet. 81, 313–317.

    Article  CAS  Google Scholar 

  • Davis, M. and Whalen, P. J. (2001) The amygdala: vigilance and emotion. Mol. Psychiatry 6, 13–34.

    Article  CAS  Google Scholar 

  • Diatchenko, L., Slade, G. D., Nackley, A. G., et al. (2005) Genetic basis for individual variations in pain perception and the development of achronic pain condition. Hum. Mol. Genet. 14, 135–143.

    Article  CAS  Google Scholar 

  • Dina, C., Nemanov, L., Gritsenko, I., et al. (2005) Fine mapping of a region on chromosome 8p gives evidence for a QTL contributing to individual differences in an anxiety-related personality trait: TPQ harm avoidance. Am. J. Med. Genet. B Neuropsychiatry Genet. 132, 104–108.

    Article  Google Scholar 

  • Drevets, W. C. (2000) Neuroimaging studies of mood disorders. Biol. Psychiatry 48, 813–829.

    Article  CAS  Google Scholar 

  • Ebstein, R. P., Novick, O., Umansky, R., et al. (1996) Dopamine D4 receptor (D4DR) exon III polymorphism associated with the human personality trait of Novelty Seeking. Nat. Genet. 12, 78–80.

    Article  CAS  Google Scholar 

  • Egan, M. F., Goldberg, T. E., Kolachana, B. S., et al. (2001) Effect of COMT Val108/158 Met genotype on frontallobe function and risk for schizophrenia. Proc. Natl. Acad. Sci. USA 98, 6917–6922.

    Article  CAS  Google Scholar 

  • Eley, T. C. (1999) Behavioral genetics as a tool for developmental psychology: anxiety, and depression in children and adolescents. Clin. Child Fam. Psychol. Rev. 2, 21–36.

    Article  CAS  Google Scholar 

  • Eley, T. C., Bolton, D., O'Connor, T. G., Perrin, S., Smith, P., and Plomin R. (2003) A twin study of anxiety-related behaviours in pre-school children. J. Child Psychol. Psychiatry 44, 945–960.

    Article  Google Scholar 

  • Enoch, M. A., Schuckit, M. A., Johnson, B. A., and Goldman D (2003a) Genetics of alcoholism using intermediate phenotypes. Alcohol Clin. Exp. Res. 27, 169–176.

    Article  Google Scholar 

  • Enoch, M. A., Xu, K., Ferro, E., Harris, C. R., and Goldman D. (2003b) Genetic origins of anxiety in women: a role for a functional catechol-O-methyltransferase polymorphism. Psychiatry Genet. 13, 33–41.

    Article  Google Scholar 

  • Furmark, T., Tillfors, M., Garpenstrand, H., et al. (2004) Serotonin transporter polymorphism related to amygdala excitability and symptom severity in patients with social phobia. Neurosci. Lett. 362, 189–192.

    Article  CAS  Google Scholar 

  • Gelernter, J., Page, G. P., Stein, M. B., and Woods, S. W. (2004) Genome-wide linkage scan for loci predisposing to social phobia: evidence for a chromosome 16 risk locus. Am. J. Psychiatry 161, 59–66.

    Article  Google Scholar 

  • Gogos, J. A., Morgan, M., Luine, V., et al. (1998) Catechol-O-methyltransferase-deficient mice exhibit sexually dimorphic changes in catecholamine levels and behavior. Proc. Natl. Acad. Sci. USA 95, 9991–9996.

    Article  CAS  Google Scholar 

  • Goldberg, T. E., Egan, M. F., Gscheidle, T., et al. (2003) Executive subprocesses in working memory: relationship to catechol-O-methyltransferase Val158Met genotype and schizophrenia. Arch. Gen. Psychiatry 60, 889–896.

    Article  CAS  Google Scholar 

  • Goldman-Rakic, P. S., Lidow, M. S., Smiley, J. F., and Williams, M. S. (1992) The anatomy of dopamine in monkey and human prefrontal cortex. J. Neural Transm. Suppl. 36, 163–177.

    CAS  Google Scholar 

  • Gorman, J. M., Kent, J. M., Sullivan, G. M., and Coplan, J. D. (2000) Neuroanatomical hypothesis of panic disorder, revised. Am. J. Psychiatry 157, 493–505.

    Article  CAS  Google Scholar 

  • Graeff, F. G. (2002) On serotonin and experimental anxiety. Psychopharmacology (Berl.) 163, 467–476.

    Article  CAS  Google Scholar 

  • Granon, S., Passetti, F., Thomas, K. L., Dalley, J. W., Everitt, B. J., and Robbins, T. W. (2000) Enhanced and impaired attentional performance after infusion of D1 dopaminergic receptor agents into rat prefrontal cortex. J. Neurosci. 20, 1208–1215.

    CAS  Google Scholar 

  • Hamilton, S. P., Slager, S. L., De Leon, A. B., et al. (2004) Evidence for genetic linkage between a polymorphism in the adenosine 2A receptor and panic disorder. Neuropsychopharmacology 29, 558–565.

    Article  CAS  Google Scholar 

  • Hamilton, S. P., Slager, S. L., Heiman, G. A., et al. (2002) Evidence for a susceptibility locus for panic disorder near the catechol-O-methyltransferase gene on chromosome 22. Biol. Psychiatry 51, 591–601.

    Article  CAS  Google Scholar 

  • Hariri, A. R., Bookheimer, S. Y., and Mazziotta, J. C. (2000) Modulating emotional responses: effects of a neocortical network on the limbic system. Neuroreport 11, 43–48.

    Article  CAS  Google Scholar 

  • Hariri, A. R., Drabant, E. M., Munoz, K. E., et al. (2005) A susceptibility gene for affective disorders and the response of the human amygdala. Arch. Gen. Psychiatry 62, 146–152.

    Article  CAS  Google Scholar 

  • Hariri, A. R., Mattay, V. S., Tessitore, A., et al. (2002) Serotonin transporter genetic variation and the response of the human amygdala. Science 297, 400–403.

    Article  CAS  Google Scholar 

  • Hariri, A. R. and Weinberger, D. R. (2003a) Functional neuroimaging of genetic variation in serotonergic neurotransmission. Genes Brain Behav. 2, 341–349.

    Article  CAS  Google Scholar 

  • Hariri, A. R. and Weinberger, D. R. (2003b) Imaging genomics. Br. Med. Bull. 65, 259–270.

    Article  CAS  Google Scholar 

  • Heils, A., Teufel, A., Petri, S., et al. (1995) Functional promoter and polyadenylation site mapping of the human serotonin (5-HT) transporter gene. J. Neural Transm. Gen. Sect. 102, 247–254.

    Article  CAS  Google Scholar 

  • Heils, A., Teufel, A., Petri, S., et al. (1996) Allelic variation of human serotonin transporter gene expression. J. Neurochem. 66, 2621–2624.

    Article  CAS  Google Scholar 

  • Heinz, A., Braus, D. F., Smolka, M. N. et al. (2005) Amygdala-prefrontal coupling depends on a genetic variation of the serotonin transporter. Nat. Neurosci. 8, 20, 21.

    Article  CAS  Google Scholar 

  • Heinz, A., Jones, D. W., Mazzanti, C. et al. (2000) A relationship between serotonin transporter genotype and in vivo protein expression and alcohol neurotoxicity. Biol. Psychiatry 47, 643–649.

    Article  CAS  Google Scholar 

  • Hettema, I. M., Prescott, C. A. and Kendler, K. S. (2003) The effects of anxiety, substance use and conduct disorders on risk of major depressive disorder. Psychol. Med. 33, 1423–1432.

    Article  CAS  Google Scholar 

  • Hettema, J. M., Prescott, C. A., and Kendler, K. S. (2004) Genetic and environmental sources of covariation between generalized an xiety disorder and neuro ticism. Am. J. Psychiatry 161, 1581–1587.

    Article  Google Scholar 

  • Hidalgo, R. B. and Davidson, J. R. (2000) Selective serotonin reuptake inhibitors in post-traumatic stress disorder. J. Psychopharmacol. 14, 70–76.

    Article  CAS  Google Scholar 

  • Holmes, A., Yang, R. J., Lesch, K. P., Crawley, J. N., and Murphy, D. L. (2003) Mice lacking the serobonin transporter exhibit 5-HT(1A) receptor-mediated abnormalities in tests for anxiety-like behavior. Neuropsychopharmacology 28, 2077–2088.

    CAS  Google Scholar 

  • Hu, X., Lipsky, R. H., Zhu, G., and Goldman, D. (2004) HTTLPR allele expression is condominant, correlating with gene effects on fMRI and SPET imaging in termediate phenotypes, and behavior. Biol. Psychiatry 55, 1915.

    Google Scholar 

  • Hu, X., Oroszi, G., Chun, J., Smith, T. L., Goldman, D., and Schuckit, M. A. (2005) An expanded evaluation of the relationship of four alleles to the level of response to alcohol and the alcoholism risk. Alcohol Clin. Exp. Res. 29, 8–16.

    Article  CAS  Google Scholar 

  • Ichimiya, T., Suhara, T., Sudo, Y., et al. (2002) Serotonin transporter binding in patients with mood disorders: a PET study with [11C](+) McN5652. Biol. Psychiatry 51, 715–722.

    Article  CAS  Google Scholar 

  • Iwata, N., Cowley, D. S., Radel, M., Roy-Byrne, P. P., and Goldman D. (1999) Relationship between a GABAA alpha 6 Pro385Ser substitution and benzodiazepine sensitivity. Am. J. Psychiatry 156, 1447–1449.

    CAS  Google Scholar 

  • Jiang, X., Xu, K., Hoberman, J., et al. (2005) BDNF variation and mood disorders: anovel functional promoter polymorphism and Val66M et are associated with an xiety but have opposing effects. Neuropsy chopharmacology 30, 1353–1361.

    CAS  Google Scholar 

  • Joober, R., Gauthier, J., Las, S., et al. (2002) Catechol-O-methyltransferase Val-108/158-Met gene variants associated with performance on the Wisconsin Card Sorting test. Arch. Gen. Psychiatry 59, 662, 663.

    Article  Google Scholar 

  • Katsuragi, S., Kunugi, H., Sano, A., et al. (1999) Association between serotonin transporter gene polymorphism and anxiety-related traits. Biol. Psychiatry 45, 368–370.

    Article  CAS  Google Scholar 

  • Keightley, M. L., Seminowicz, D. A., Bagby, R. M., Costa, P. T., Fossati, P., Mayberg, H. S. (2003) Personality influences limbic-cortical interactions during sad mood induction. Neuroimage 20, 2031–2039.

    Article  Google Scholar 

  • Koss, M. P., Yuan, N. P., Dightman, D., et al. (2003) Adverse childhood exposures and alcohol dependence among seven Native American tribes. Am. J. Prev. Med. 25, 238–244.

    Article  Google Scholar 

  • Lam, P., Hong, C. J., and Tsai, S. J. (2005) Association study of A2a adenosine receptor genetic polymorphism in panic disorder. Neurosci. Lett. 378, 98–101.

    Article  CAS  Google Scholar 

  • Ledoux, J. E. and Muller J. (1997) Emotional memory and psychopathology. Philos. Trans. R. Soc. Lond. B Biol. Sci. 352, 1719–1726.

    Article  CAS  Google Scholar 

  • Lesch, K. P., Balling, U., Gross, J., et al. (1994) Organization of the human serotonin transporter gene. J. Neural Transm. Gen. Sect. 95, 157–162.

    Article  CAS  Google Scholar 

  • Lesch, K. P., Bengel, D., Heils, A., et al. (1996a) Association of anxiety-related traits with a polymorphism in the serotonin transporter gene regulatory region. Science 274, 1527–1531.

    Article  CAS  Google Scholar 

  • Lesch, K. P., Heils, A., and Riederer, P. (1996b) The role of neurotransporters in excitotoxicity, neuronal cell death, and other neurodegenerative processes. J. Mol. Med. 74, 365–378.

    Article  CAS  Google Scholar 

  • Lesch, K. P. and Mossner R. (1998) Genetically driven variation in serotonin uptake: is there a link to affective spectrum, neurodevelopmental, and neurodegenerative disorders. Biol. Psychiatry 44, 179–192.

    Article  CAS  Google Scholar 

  • Levesque, J., Joanette, Y., Mensour, B., et al. (2003) Neural correlates of sad feelings in healthy girls. Neuroscience 121, 545–551.

    Article  CAS  Google Scholar 

  • Lewis, D. A., Melchitzky, D. S., Sesack, S. R., Whitehead, R. E., Auh, S., and Sampson, A. (2001) Dopamine transporter immunoreactivity in monkey cerebral cortex: regional, laminar, and ultrastructural localization. J. Comp. Neurol. 432, 119–136.

    Article  CAS  Google Scholar 

  • Lipsky, R. H., Sparling, M. B., Ryan, L. M., et al. (2005) Association of COMT Val158Met polymorphism with executive functioning following traumatic brain injury. J. Neuropsych. Clin. N., in press.

  • Little, K. Y., McLauglin, D. P., Ranc, J., et al. (1997) Serotonin transporter binding sites and mRNA levels in depressed persons committing suicide. Biol. Psychiatry 41, 1156–1164.

    Article  CAS  Google Scholar 

  • MacDonald, A. W., IIIrd and Carter, C. S. (2003) Event-related FMRI study of context processing in dorsolateral prefrontal cortex of patients with schizophrenia. J. Abnorm. Psychol. 112, 689–697.

    Article  Google Scholar 

  • Malhotra, A. K., Kestler, L. J., Mazzanti, C., Bates, J. A., Goldberg, T., and Goldman, D. (2002) A functional polymorphism in the COMT gene and performance on a test of prefrontal cognition. Am. J. Psychiatry 159, 652–654.

    Article  Google Scholar 

  • Markowitsch, H. J., Vandekerckhovel, M. M., Lanfermann, H., and Russ, M. O. (2003) Engagement of lateral and medial prefrontal areas in the ecphory of sad and happy autobiographical memories. Cortex 39, 643–664.

    Google Scholar 

  • Mattay, V. S., Frank, J. A., Santha, A. K., et al. (1996) Whole-brain functional mapping with isotropic MR imaging. Radiology 201, 399–404.

    CAS  Google Scholar 

  • Mazei, M. S., Pluto, C. P., Kirkbride, B., and Pehek, E. A. (2002) Effects of catecholamine uptake blockers in the caudate-putamen and subregions of the medial prefrontal cortex of the rat. Brain Res. 936, 58–67.

    Article  CAS  Google Scholar 

  • Mazzanti, C. M., Lappalainen, J., Long, J. C., et al. (1998) Role of the serotonin transporter promoter polymorphism in anxiety-related traits. Arch. Gen. Psychiatry 55, 936–940.

    Article  CAS  Google Scholar 

  • Mehta, M. A., Owen, A. M., Sahakian, B. J., Mavaddat, N., Pickard, J. D. and Robbins, T. W. (2000) Methylphenidate enhances working memory by modulating discrete frontal and parietal lobe reions in the human brain. J. Neurosci. 20, RC65.

    CAS  Google Scholar 

  • Meyer, J. H., Houle, S., Sagrati, S., et al. (2004) Brain serotonin transporter binding potential measured with carbon 11-labeled ADSB positron emision tomography: effects of major depressive episodes and severity of dysfunctional attitudes. Arch. Gen. Psychiatry 61, 1271–1279.

    Article  CAS  Google Scholar 

  • Meyer-Lindenberg, A., Kohn, P. D., Kolachana, B., et al. (2005) Midbrain dopamine and prefrontal function in humans: interaction and modulation by COMT genotype. Nat. Neurosci. 8, 594–596.

    Article  CAS  Google Scholar 

  • Millet, B., Chabane, N., Delorme, R. et al. (2003) Association between the dopamine receptor D4 (DRD4) gene and obsessive-compulsive disorder. Am. J. Med. Genet. B Neuropsychiatry Genet. 116, 55–59.

    Article  Google Scholar 

  • Murphy, D. L., Li, Q., Engel, S., et al. (2001) Genetic perspectives on the serotonin transporter. Brain Res. Bull. 56, 487–494.

    Article  CAS  Google Scholar 

  • Nakamura, M., Ueno, S., Sano, A., and Tanabe H. (2000) The human serotonin transporter gene linked polymorphism (5-HTTLPR) shows ten novel allelic variants. Mol. Psychiatry 5, 32–38.

    Article  CAS  Google Scholar 

  • Nolan, K. A., Bilder, R. M., Lachman, H. M., and Volavka J. (2004) Catechol O-methyltransferase Val158Met polymorphism in schizophrenia: differential effects of Val and Met al.leles on cognitive stability and flexibility. Am. J. Psychiatry 161, 359–361.

    Article  Google Scholar 

  • Papolos, D. F., Faedda, G. L., Veit, S., et al. (1996) Bipolar spectrum disorders in patients diagnosed with velo-cardio-facial syndrome: does a hemizygous deletion of chromosome 22q11 result in bipolar affective disorder? Am. J. Psychiatry 153, 1541–1547.

    CAS  Google Scholar 

  • Pelletier, M., Bouthillier, A., Levesque, J., et al. (2003) Separate neural circuits for primary emotions? Brain activity during self-in duced sadness and happiness in professionalactors. Neuroreport 14, 111–1116.

    Article  Google Scholar 

  • Pezawas, L., Meyer-Lindenberg, A., Drabant, E. M., et al. (2005) 5-HTTLPR polymorphism impacts human cingulate-amygdala interactions: a geneticsusceptibility mechanism for depression. Nat. Neurosci. 8, 828–834.

    Article  CAS  Google Scholar 

  • Pine, D. S., Mogg, K., Bradley, B. P., et al. (2005) Attention bias to threat in maltreated children: implications for vulnerability to stress-related psychopathology. Am. J. Psychiatry 162, 291–296.

    Article  Google Scholar 

  • Pollock, B. G. (2001) Citalopram: a comprehensive review. Expert Opin. Pharmacother. 2, 681–689.

    Article  CAS  Google Scholar 

  • Ramamoorthy, S., Bauman, A. L., Moore, K. R., et al. (1993) Antidepressant-and cocaine-sensitive human serotonin transporter: molecular cloning, expression, and chromosomal localization. Proc. Natl. Acad. Sci. USA 90, 2542–2546.

    Article  CAS  Google Scholar 

  • Rauch, S. L., Shin, L. M., and Wright, C. I. (2003) Neuroimaging studies of amydgala function in anxiety disorders. Ann. NY Acad. Sci. 985, 398–410.

    Google Scholar 

  • Rickels, K., Zaninelli, R., McCafferty, J., Bellew, K., Iyengar, M., and Sheehan, D. (2003) Paroxentine treatment of generalized anxiety disorder: a double-blind, placebo-controlled study. Am. J. Psychiatry 160, 749–756.

    Article  Google Scholar 

  • Robin, R. W., Chester, B., Rasmussen J. K., Jaranson, J. M., and Goldman, D. (1997) Prevalence and characteristics of trauma and posttraumatic stress disorderin a southwestern American Indian community. Am. J. Psychiatry 154, 1582–1588.

    CAS  Google Scholar 

  • Rosa, A., Peralta, V., Cuesta, M. J., et al. (2004) New evidence of association between COMT gene and prefrontal neurocognitive function in healthy individuals from sibling pairs discordant for psychosis. Am. J. Psychiatry 161, 1110–1112.

    Article  Google Scholar 

  • Savitz, J. B. and Ramesar, R. S. (2004) Genetic variants implicated in personality: a review of the more promising candidates. Am. J. Med. Genet. B Neuropsychiatr. Genet. 131, 20–32.

    Article  Google Scholar 

  • Sawaguchi, T. and Goldman-Rakic, P. S. (1991) D1 dopamine receptors in prefrontal cortex: involvement in working memory. Science 251, 947–950.

    Article  CAS  Google Scholar 

  • Scanlon, P. D., Raymond, F. A., and Weinshillboum, R. M. (1979) Catechol-O-methyltransferase: ther-molabileenzyme in eruthrocytes of subjects homozygous for allele for low activity. Science 203, 63–65.

    Article  CAS  Google Scholar 

  • Seamans, J. K., Floresco, S. B., and Phillips, A. G. (1998) DT receptor modulation of hippocampal-prefrontal cortical circuits integrating spatial memory with executive functions in the rat. J. Neurosci. 18, 1613–1621.

    CAS  Google Scholar 

  • Sen, S., Burmeister, M., and Ghosh, D. (2004) Metaanalysis of the association between a serotonin transporter promoter polymorphism (5-HTTLPR) and anxiety-related personality traits. Am. J. Med. Genet. B. Neuropsychiatr. Genet. 127, 85–89.

    Article  Google Scholar 

  • Serretti, A., Cusin, C., Rossini, D., Artioli, P., Dotoli, D., and Zanardi, R. (2004) Further evidence of a combined effect of SERTPR and TPH on SSRIs response in mood disorders. Am. J. Med. Genet. B Neuropsychiatr. Genet. 129, 36–40.

    Article  Google Scholar 

  • Shifman, S., Bronstein, M., Sternfeld, M., et al. (2002) Ahighly significant association between a COMT haplotype and schizophrenia. Am. J. Human. Genet. 71, 1296–1302.

    Article  CAS  Google Scholar 

  • Shioe, K., Ichimiya, T., Suhara, T. et al. (2003) No association between genotype of the promoter region of serotonin transporter gene and serotonin transp orter binding in human brain measured by PET. Synapse 48, 184–188.

    Article  CAS  Google Scholar 

  • Smolka, M. N., Schumann, G., Wrase, J., et al. (2005) Catechol-O-methyltransferase val158metgenotype affects processing of emotional stimuli in the amygdala and prefrontal cortex. J. Neurosci 25, 836–842.

    Article  CAS  Google Scholar 

  • Stevenson, J., Batten, N., and Cherner, M. (1992) Fears and fearfulness in children and adolescents: a genetic analysis of twin data. J. Child Psychol. Psychiatry 33, 977–985.

    Article  CAS  Google Scholar 

  • Thapar, A. and McGuffin, P. (1995) Are anxiety symptoms in childhood heritable? J Child Psychol. Psychiatry 36, 439–447.

    Article  CAS  Google Scholar 

  • Tjurmina, O. A., Armando, I., Saavedra, J. M., Goldstein, D. S., and Murphy, D. L. (2002) Exaggerated adrenomedullary response to immobilization in mice with targeted disruption of the serotonin transporter gene. Endocrinology 143, 4520–4526.

    Article  CAS  Google Scholar 

  • Weinshilboum, R. and Dunnette, J. (1981) Thermal stability and the biochemical genetics of erythrocyte catechol-O-methyl-transferase and plasma dopamine-beta-hydroxylase. Clin. Genet. 19, 426–437.

    Article  CAS  Google Scholar 

  • Weinshilboum, R. M., Otterness, D. M., and Szumlanski, C. L. (1999) Methylation pharmaco-genetics: catechol-O-methyltransferase, thiopurine methyltransferase, and histamine N-methyltransferase. Annu. Rev. Pharmacol. Toxicol. 39, 19–52.

    Article  CAS  Google Scholar 

  • Williamson, D. E., Coleman, K., Bacanu, S. A., et al. (2003) Heritability of fearful-anxious endophenotypes in infant rhesus macaques: a preliminary report. Biol. Psychiatry 53, 284–291.

    Article  Google Scholar 

  • Xu, K. and Goldman, D. (2005) Catechol-O-methyltransferase genotype. Intermediate phenotype and psychiatric disorders, in Cell Biology of Addiction. Cold Spring Harbor Laboratory Press, cold Spring Harbor, NY: in press.

    Google Scholar 

  • Zhu, G., Lipsky, R. H., Xu, K., et al. (2004) Differential expression of human COMT alleles in brain and lymphoblasts detected by RT-coupled 5'nuclease assay. Psychopharmacology (Berl.) 177, 178–184.

    Article  CAS  Google Scholar 

  • Zubieta, J. K., Heitzeg, M. M., Smith, Y. R., et al. (2003) COMT vall158met genotype affects muopioid neuro transmitter responses to a pain stressor. Science 299, 1240–1243.

    Article  CAS  Google Scholar 

  • Zubieta, J. K., Smith, Y. R., Bueller, J. A., et al. (2002) mu-opioid receptor-mediated antinociceptive responses differ in men and women. J. Neurosci. 22, 5100–5107.

    CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ke Xu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Xu, K., Ernst, M. & Goldman, D. Imaging genomics applied to anxiety, stress response, and resiliency. Neuroinform 4, 51–64 (2006). https://doi.org/10.1385/NI:4:1:51

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1385/NI:4:1:51

Index Entries

Navigation