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Targeted Modulation of Neural Circuits: A New Treatment Strategy for Neuropsychiatric Disease

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Book cover Electrophysiological Recording Techniques

Part of the book series: Neuromethods ((NM,volume 54))

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Abstract

The last 20 years of clinical neuroscience research has witnessed a fundamental shift in the conceptualization of neuropsychiatric disorders, with the dominant psychological and neurochemical theories of the past now complemented by a growing emphasis on developmental, genetic, molecular, and anatomically based, system-level models. Facilitating this evolving paradigm shift has been the growing contribution of in vivo functional and structural brain imaging techniques that provide an integrative platform to characterize brain circuit dysfunction underlying specific syndromes as well as changes associated with their successful treatment. The impact of this approach is demonstrated by the recent testing of a targeted neuromodulation strategy, deep brain stimulation (DBS), for treatment-resistant major depression. This intervention leverages the system-level models and targeted stimulation techniques pioneered for the treatment of Parkinson’s disease to this and potentially other intractable neuropsychiatric disorders. The theoretical and data-driven foundation for one such imaging-derived network illness model and the initial proof-of-principle testing of subcallosal cingulate white matter DBS for depression is used to illustrate the potential of this evolving treatment strategy.

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References

  1. Airan RD, Meltzer LA, Roy M, Gong Y, Chen H, Deisseroth K (2007) High-speed imaging reveals neurophysiological links to behavior in an animal model of depression. Science 317:819–823.

    Article  CAS  PubMed  Google Scholar 

  2. Anand A, Li Y, Wang Y, Wu J, Gao S, Bukhari L, Mathews VP, Kalnin A, Lowe MJ (2005) Activity and connectivity of brain mood regulating circuit in depression: a functional magnetic resonance study. Biol Psychiatry 57:1079–1088.

    Article  PubMed  Google Scholar 

  3. Anand A, Li Y, Wang Y, Wu J, Gao S, Bukhari L, Mathews VP, Kalnin A, Lowe MJ (2005) Antidepressant effect on connectivity of the mood-regulating circuit: an FMRI study. Neuropsychopharmacology 30:1334–1344.

    Article  CAS  PubMed  Google Scholar 

  4. Arfanakis K, Cordes D, Haughton VM, Moritz CH, Quigley MA, Meyerand ME (2000) Combining independent component analysis and correlation analysis to probe interregional connectivity in fMRI task activation datasets. Magn Reson Imaging 18:921–930.

    Article  CAS  PubMed  Google Scholar 

  5. Banasr M, Duman RS (2007) Regulation of neurogenesis and gliogenesis by stress and antidepressant treatment. CNS Neurol Disord Drug Targets 6:311–320.

    Article  CAS  PubMed  Google Scholar 

  6. Barbas H, Saha S, Rempel-Clower N, Ghashghaei T (2003) Serial pathways from primate prefrontal cortex to autonomic areas may influence emotional expression. BMC Neurosci 4:25.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Baxter LR Jr, Phelps ME, Mazziotta JC, Schwartz JM, Gerner RH, Selin CE, Sumida RM (1985) Cerebral metabolic rates for glucose in mood disorders. Studies with positron emission tomography and fluorodeoxyglucose F 18. Arch Gen Psychiatry 42:441–447.

    Article  PubMed  Google Scholar 

  8. Belujon P, Grace AA (2008) Critical role of the prefrontal cortex in the regulation of hippocampus-accumbens information flow. J Neurosci 28:9797–9805.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Benabid AL, Pollak P, Louveau A, Henry S, de Rougemont J (1987) Combined (thalamotomy and stimulation) stereotactic surgery of the VIM thalamic nucleus for bilateral Parkinson disease. Appl Neurophysiol 50:344–346.

    CAS  PubMed  Google Scholar 

  10. Bowley MP, Drevets WC, Ongur D, Price JL (2002) Low glial numbers in the amygdala in major depressive disorder. Biol Psychiatry 52:404–412.

    Article  PubMed  Google Scholar 

  11. Brody AL, Saxena S, Mandelkern MA, Fairbanks LA, Ho ML, Baxter LR (2001) Brain metabolic changes associated with symptom factor improvement in major depressive disorder. Biol Psychiatry 50:171–178.

    Article  CAS  PubMed  Google Scholar 

  12. Brody AL, Saxena S, Stoessel P, Gillies LA, Fairbanks LA, Alborzian S, Phelps ME, Huang SC, Wu HM, Ho ML, Ho MK, Au SC, Maidment K, Baxter LR Jr (2001) Regional brain metabolic changes in patients with major depression treated with either ­paroxetine or interpersonal therapy: ­preliminary findings. Arch Gen Psychiatry 58:631–640.

    Article  CAS  PubMed  Google Scholar 

  13. Bush G, Luu P, Posner MI (2000) Cognitive and emotional influences in anterior cingulate cortex. Trends Cogn Sci 4:215–222.

    Article  CAS  PubMed  Google Scholar 

  14. Butson CR, Cooper SE, Henderson JM, McIntyre CC (2007) Patient-specific analysis of the volume of tissue activated during deep brain stimulation. Neuroimage 34:661–670.

    Article  PubMed  Google Scholar 

  15. Buzsaki G, Draguhn A (2004) Neuronal oscillations in cortical networks. Science 304:1926–1929.

    Article  CAS  PubMed  Google Scholar 

  16. Carmichael ST, Price JL (1996) Connectional networks within the orbital and medial prefrontal cortex of macaque monkeys. J Comp Neurol 371:179–207.

    Article  CAS  PubMed  Google Scholar 

  17. Caspi A, Sugden K, Moffitt TE, Taylor A, Craig IW, Harrington H, McClay J, Mill J, Martin J, Braithwaite A, Poulton R (2003) Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene. Science 301:386–389.

    Article  CAS  PubMed  Google Scholar 

  18. Chen CH, Ridler K, Suckling J, Williams S, Fu CH, Merlo-Pich E, Bullmore E (2007) Brain imaging correlates of depressive symptom severity and predictors of symptom improvement after antidepressant treatment. Biol Psychiat 62:407–414.

    Article  CAS  PubMed  Google Scholar 

  19. Chen CH, Suckling J, Ooi C, Fu CH, Williams SC, Walsh ND, Mitterschiffthaler MT, Pich EM, Bullmore E (2008) Functional coupling of the amygdala in depressed patients treated with antidepressant medication. Neuropsychopharmacology 33:1909–1918.

    Article  CAS  PubMed  Google Scholar 

  20. Craig AD (2002) How do you feel? Interoception: the sense of the physiological condition of the body. Nat Rev Neurosci 3:655–666.

    Article  CAS  PubMed  Google Scholar 

  21. Davidson RJ, Pizzagalli D, Nitschke JB, Putnam K (2002) Depression: perspectives from affective neuroscience. Annu Rev Psychol 53:545–574.

    Article  PubMed  Google Scholar 

  22. DeLong MR, Wichmann T (2007) Circuits and circuit disorders of the basal ganglia. Arch Neurol 64:20–24.

    Article  PubMed  Google Scholar 

  23. DeRubeis RJ, Hollon SD, Amsterdam JD, Shelton RC, Young PR, Salomon RM, O’Reardon JP, Lovett ML, Gladis MM, Brown LL, Gallop R (2005) Cognitive therapy vs medications in the treatment of moderate to severe depression. Arch Gen Psychiatry 62:409–416.

    Article  PubMed  Google Scholar 

  24. Diorio D, Viau V, Meaney MJ (1993) The role of the medial prefrontal cortex (cingulate gyrus) in the regulation of hypothalamic-pituitary-adrenal responses to stress. J Neurosci 13:3839–3847.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Dougherty DD, Weiss AP, Cosgrove GR, Alpert NM, Cassem EH, Nierenberg AA, Price BH, Mayberg HS, Fischman AJ, Rauch SL (2003) Cerebral metabolic correlates as potential predictors of response to anterior cingulotomy for treatment of major depression. J Neurosurg 99:1010–1017.

    Article  PubMed  Google Scholar 

  26. Drevets WC, Price JL, Bardgett ME, Reich T, Todd RD, Raichle ME (2002) Glucose metabolism in the amygdala in depression: relationship to diagnostic subtype and plasma cortisol levels. Pharmacol Biochem Behav 71:431–447.

    Article  CAS  PubMed  Google Scholar 

  27. Drevets WC, Price JL, Furey ML (2008) Brain structural and functional abnormalities in mood disorders: implications for neurocircuitry models of depression. Brain Struct Funct 213:93–118.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Drevets WC, Price JL, Simpson JR Jr., Todd RD, Reich T, Vannier M, Raichle ME (1997) Subgenual prefrontal cortex abnormalities in mood disorders. Nature 386:824–827.

    Article  CAS  PubMed  Google Scholar 

  29. Drevets WC, Videen TO, Price JL, Preskorn SH, Carmichael ST, Raichle ME (1992) A functional anatomical study of unipolar depression. J Neurosci 12:3628–3641.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Dunn RT, Kimbrell TA, Ketter TA, Frye MA, Willis MW, Luckenbaugh DA, Post RM (2002) Principal components of the Beck Depression Inventory and regional cerebral metabolism in unipolar and bipolar depression. Biol Psychiatry 51:387–399.

    Article  CAS  PubMed  Google Scholar 

  31. Eichelbaum M, Ingelman-Sundberg M, Evans WE (2006) Pharmacogenomics and individualized drug therapy. Annu Rev Med 57:119–137.

    Article  CAS  PubMed  Google Scholar 

  32. Etkin A, Egner T, Peraza DM, Kandel ER, Hirsch J (2006) Resolving emotional conflict: a role for the rostral anterior cingulate cortex in modulating activity in the amygdala. Neuron 51:871–882.

    Article  CAS  PubMed  Google Scholar 

  33. Fitzgerald PB, Laird AR, Maller J, Daskalakis ZJ (2008) A meta-analytic study of changes in brain activation in depression. Hum Brain Mapp 29:683–695.

    Article  PubMed  Google Scholar 

  34. Fossati P, Hevenor SJ, Graham SJ, Grady C, Keightley ML, Craik F, Mayberg H (2003) In search of the emotional self: an FMRI study using positive and negative emotional words. Am J Psychiatry 160:1938–1945.

    Article  PubMed  Google Scholar 

  35. Frechilla D, Otano A, Del Rio J (1998) Effect of chronic antidepressant treatment on transcription factor binding activity in rat hippocampus and frontal cortex. Prog Neuropsychopharmacol Biol Psychiatry 22:787–802.

    Article  CAS  PubMed  Google Scholar 

  36. Freedman LJ, Insel TR, Smith Y (2000) Subcortical projections of area 25 (subgenual cortex) of the macaque monkey. J Comp Neurol 421:172–188.

    Article  CAS  PubMed  Google Scholar 

  37. Freo U, Ori C, Dam M, Merico A, Pizzolato G (2000) Effects of acute and chronic treatment with fluoxetine on regional glucose cerebral metabolism in rats: implications for clinical therapies. Brain Res 854:35–41.

    Article  CAS  PubMed  Google Scholar 

  38. Friston K, Phillips J, Chawla D, Buchel C (1999) Revealing interactions among brain systems with nonlinear PCA. Hum Brain Mapp 8:92–97.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Fu CH, Williams SC, Cleare AJ, Brammer MJ, Walsh ND, Kim J, Andrew CM, Pich EM, Williams PM, Reed LJ, Mitterschiffthaler MT, Suckling J, Bullmore ET (2004) Attenuation of the neural response to sad faces in major depression by antidepressant treatment: a prospective, event-related functional magnetic resonance imaging study. Arch Gen Psychiatry 61:877–889.

    Article  PubMed  Google Scholar 

  40. Garcia LS, Comim CM, Valvassori SS, Reus GZ, Andreazza AC, Stertz L, Fries GR, Gavioli EC, Kapczinski F, Quevedo J (2008) Chronic administration of ketamine elicits antidepressant-like effects in rats without affecting hippocampal brain-derived neurotrophic factor protein levels. Basic Clin Pharmacol Toxicol 103:502–506.

    Article  CAS  PubMed  Google Scholar 

  41. Ghashghaei HT, Hilgetag CC, Barbas H (2007) Sequence of information processing for emotions based on the anatomic dialogue between prefrontal cortex and amygdala. Neuroimage 34:905–923.

    Article  CAS  PubMed  Google Scholar 

  42. Goldapple K, Segal Z, Garson C, Lau M, Bieling P, Kennedy S, Mayberg H (2004) Modulation of cortical-limbic pathways in major depression: treatment-specific effects of cognitive behavior therapy. Arch Gen Psychiatry 61:34–41.

    Article  PubMed  Google Scholar 

  43. Grace AA, Floresco SB, Goto Y, Lodge DJ (2007) Regulation of firing of dopaminergic neurons and control of goal-directed behaviors. Trends Neurosci 30:220–227.

    Article  CAS  PubMed  Google Scholar 

  44. Green AC, Baerentsen KB, Stodkilde-Jorgensen H, Wallentin M, Roepstorff A, Vuust P (2008) Music in minor activates limbic structures: a relationship with dissonance? Neuroreport 19:711–715.

    Article  PubMed  Google Scholar 

  45. Greicius MD, Flores BH, Menon V, Glover GH, Solvason HB, Kenna H, Reiss AL, Schatzberg AF (2007) Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol Psychiatry 62:429–437.

    Article  PubMed  PubMed Central  Google Scholar 

  46. Gutman DA, Holtzheimer PE, Behrens TE, Johansen-Berg H, Mayberg HS (2009) A tractography analysis of two deep brain stimulation white matter targets for depression. Biol Psychiatry 65:276–282.

    Article  PubMed  Google Scholar 

  47. Haber SN (2003) The primate basal ganglia: parallel and integrative networks. J Chem Neuroanat 26:317–330.

    Article  PubMed  Google Scholar 

  48. Haber SN, Kim KS, Mailly P, Calzavara R (2006) Reward-related cortical inputs define a large striatal region in primates that interface with associative cortical connections, providing a substrate for incentive-based learning. J Neurosci 26:8368–8376.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Hamani C, Mayberg, H., Snyder, B., Giacobbe, P., Kennedy, S., Lozano, A.M (2008) Subcallosal cingulate gyrus deep brain stimulation for depression: anatomical location of the active contacts in clinical responders and a suggested guidline for targeting. J Neurosurgery 111(6):1209–1215.

    Article  Google Scholar 

  50. Hariri AR, Drabant EM, Munoz KE, Kolachana BS, Mattay VS, Egan MF, Weinberger DR (2005) A susceptibility gene for affective disorders and the response of the human amygdala. Arch Gen Psychiatry 62:146–152.

    Article  CAS  PubMed  Google Scholar 

  51. Harrison PJ (2002) The neuropathology of primary mood disorder. Brain 125:1428–1449.

    Article  PubMed  Google Scholar 

  52. Harvey PO, Fossati P, Pochon JB, Levy R, Lebastard G, Lehericy S, Allilaire JF, Dubois B (2005) Cognitive control and brain resources in major depression: an fMRI study using the n-back task. Neuroimage 26:860–869.

    Article  PubMed  Google Scholar 

  53. Hasler G, Drevets WC, Manji HK, Charney DS (2004) Discovering endophenotypes for major depression. Neuropsychopharmacology 29:1765–1781.

    Article  CAS  PubMed  Google Scholar 

  54. Hoover WB, Vertes RP (2007) Anatomical analysis of afferent projections to the medial prefrontal cortex in the rat. Brain Struct Funct 212:149–179.

    Article  PubMed  Google Scholar 

  55. Horwitz B (2004) Relating fMRI and PET signals to neural activity by means of large-scale neural models. Neuroinformatics 2:251–266.

    Article  PubMed  Google Scholar 

  56. Hsu DT, Price JL (2007) Midline and intralaminar thalamic connections with the orbital and medial prefrontal networks in macaque monkeys. J Comp Neurol 504:89–111.

    Article  PubMed  Google Scholar 

  57. Hyman JM, Wyble BP, Goyal V, Rossi CA, Hasselmo ME (2003) Stimulation in hippocampal region CA1 in behaving rats yields long-term potentiation when delivered to the peak of theta and long-term depression when delivered to the trough. J Neurosci 23:11725–11731.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  58. Hyman JM, Zilli EA, Paley AM, Hasselmo ME (2005) Medial prefrontal cortex cells show dynamic modulation with the ­hippocampal theta rhythm dependent on behavior. Hippocampus 15:739–749.

    Article  PubMed  Google Scholar 

  59. Iremonger KJ, Anderson TR, Hu B, Kiss ZH (2006) Cellular mechanisms preventing sustained activation of cortex during subcortical high-frequency stimulation. J Neurophysiol 96:613–621.

    Article  PubMed  Google Scholar 

  60. Izhikevich EM, Desai NS, Walcott EC, Hoppensteadt FC (2003) Bursts as a unit of neural information: selective communication via resonance. Trends Neurosci 26:161–167.

    Article  CAS  PubMed  Google Scholar 

  61. Izhikevich EM, Gally JA, Edelman GM (2004) Spike-timing dynamics of neuronal groups. Cereb Cortex 14:933–944.

    Article  PubMed  Google Scholar 

  62. Jimenez F, Velasco F, Salin-Pascual R, Hernandez JA, Velasco M, Criales JL, Nicolini H (2005) A patient with a resistant major depression disorder treated with deep brain stimulation in the inferior thalamic peduncle. Neurosurgery 57:585–593.

    Article  PubMed  Google Scholar 

  63. Johansen-Berg H, Gutman DA, Behrens TE, Matthews PM, Rushworth MF, Katz E, Lozano AM, Mayberg HS (2008) Anatomical connectivity of the subgenual cingulate region targeted with deep brain stimulation for treatment-resistant depression. Cereb Cortex 18:1374–1383.

    Article  CAS  PubMed  Google Scholar 

  64. Johnstone T, van Reekum CM, Urry HL, Kalin NH, Davidson RJ (2007) Failure to regulate: counterproductive recruitment of top-down prefrontal-subcortical circuitry in major depression. J Neurosci 27:8877–8884.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Jürgens U (2009) The neural control of vocalization in mammals: a review. J. Voice 23:1–10.

    Article  PubMed  Google Scholar 

  66. Jurgens U, Ehrenreich L, De Lanerolle NC (2002) 2-Deoxyglucose uptake during vocalization in the squirrel monkey brain. Behav Brain Res 136:605–610.

    Article  PubMed  Google Scholar 

  67. Jurgens U, Muller-Preuss P (1977) Convergent projections of different limbic vocalization areas in the squirrel monkey. Exp Brain Res 29:75–83.

    Article  CAS  PubMed  Google Scholar 

  68. Kalin NH, Carnes M (1984) Biological correlates of attachment bond disruption in humans and nonhuman primates. Prog Neuropsychopharmacol Biol Psychiatry 8:459–469.

    Article  CAS  PubMed  Google Scholar 

  69. Keightley ML, Seminowicz DA, Bagby RM, Costa PT, Fossati P, Mayberg HS (2003) Personality influences limbic-cortical interactions during sad mood induction. Neuroimage 20:2031–2039.

    Article  PubMed  Google Scholar 

  70. Kellner CH, Knapp RG, Petrides G, Rummans TA, Husain MM, Rasmussen K, Mueller M, Bernstein HJ, O’Connor K, Smith G, Biggs M, Bailine SH, Malur C, Yim E, McClintock S, Sampson S, Fink M (2006) Continuation electroconvulsive therapy vs pharmacotherapy for relapse prevention in major depression: a multisite study from the Consortium for Research in Electroconvulsive Therapy (CORE). Arch Gen Psychiatry 63:1337–1344.

    Article  PubMed  PubMed Central  Google Scholar 

  71. Kendler KS, Thornton LM, Gardner CO (2001) Genetic risk, number of previous depressive episodes, and stressful life events in predicting onset of major depression. Am J Psychiatry 158:582–586.

    Article  CAS  PubMed  Google Scholar 

  72. Kennedy SH, Evans KR, Kruger S, Mayberg HS, Meyer JH, McCann S, Arifuzzman AI, Houle S, Vaccarino FJ (2001) Changes in regional brain glucose metabolism measured with positron emission tomography after paroxetine treatment of major depression. Am J Psychiatry 158:899–905.

    Article  CAS  PubMed  Google Scholar 

  73. Kennedy SH, Konarski JZ, Segal ZV, Lau MA, Bieling PJ, McIntyre RS, Mayberg HS (2007) Differences in brain glucose metabolism between responders to CBT and venlafaxine in a 16-week randomized controlled trial. Am J Psychiatry 164:778–788.

    Article  PubMed  Google Scholar 

  74. Knutson B, Greer SM (2008) Anticipatory affect: neural correlates and consequences for choice. Philos Trans R Soc Lond B Biol Sci 363:3771–3786.

    Article  PubMed  PubMed Central  Google Scholar 

  75. Koechlin E, Ody C, Kouneiher F (2003) The architecture of cognitive control in the human prefrontal cortex. Science 302:1181–1185.

    Article  CAS  PubMed  Google Scholar 

  76. Koenigs M, Huey ED, Calamia M, Raymont V, Tranel D, Grafman J (2008) Distinct regions of prefrontal cortex mediate resistance and vulnerability to depression. J Neurosci 28:12341–12348.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  77. Konarski JZ, Kennedy SH, Segal ZV, Lau MA, Bieling PJ, McIntyre RS, Mayberg HS (2009) Predictors of non-response to cognitive behavioral therapy or venlafaxine using glucose metabolism in major depressive disorder. J Psychiatry Neurosci 34:175–180.

    PubMed  PubMed Central  Google Scholar 

  78. Krishnan V, Nestler EJ (2008) The molecular neurobiology of depression. Nature 455:894–902.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  79. Lam RW, Chan P, Wilkins-Ho M, Yatham LN (2008) Repetitive transcranial magnetic stimulation for treatment-resistant depression: a systematic review and metaanalysis. Can J Psychiatry 53:621–631.

    Article  PubMed  Google Scholar 

  80. Lekman M, Paddock S, McMahon FJ (2008) Pharmacogenetics of major depression: insights from level 1 of the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) trial. Mol Diagn Ther 12:321–330.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Li S, Arbuthnott GW, Jutras MJ, Goldberg JA, Jaeger D (2007) Resonant antidromic cortical circuit activation as a consequence of high-frequency subthalamic deep-brain stimulation. J Neurophysiol 98:3525–3537.

    Article  CAS  PubMed  Google Scholar 

  82. Liotti M, Mayberg HS, McGinnis S, Brannan SL, Jerabek P (2002) Unmasking disease-specific cerebral blood flow abnormalities: mood challenge in patients with remitted unipolar depression. Am J Psychiatry 159:1830–1840.

    Article  PubMed  Google Scholar 

  83. Little JT, Ketter TA, Kimbrell TA, Danielson A, Benson B, Willis MW, Post RM (1996) Venlafaxine or bupropion responders but not nonresponders show baseline prefrontal and paralimbic hypometabolism compared with controls. Psychopharmacol Bull 32:629–635.

    CAS  PubMed  Google Scholar 

  84. Lorberbaum JP, Newman JD, Dubno JR, Horwitz AR, Nahas Z, Teneback CC, Bloomer CW, Bohning DE, Vincent D, Johnson MR, Emmanuel N, Brawman-Mintzer O, Book SW, Lydiard RB, Ballenger JC, George MS (1999) Feasibility of using fMRI to study mothers responding to infant cries. Depress Anxiety 10:99–104.

    Article  CAS  PubMed  Google Scholar 

  85. Lorberbaum JP, Newman JD, Horwitz AR, Dubno JR, Lydiard RB, Hamner MB, Bohning DE, George MS (2002) A potential role for thalamocingulate circuitry in human maternal behavior. Biol Psychiatry 51:431–445.

    Article  PubMed  Google Scholar 

  86. Lozano AM, Mayberg HS, Giacobbe P, Hamani C, Craddock RC, Kennedy SH (2008) Subcallosal cingulate gyrus deep brain stimulation for treatment-resistant depression. Biol Psychiatry 64:461–467.

    Article  PubMed  Google Scholar 

  87. Lyons DM, Wang OJ, Lindley SE, Levine S, Kalin NH, Schatzberg AF (1999) Separation induced changes in squirrel monkey hypothalamic-pituitary-adrenal physiology resemble aspects of hypercortisolism in humans. Psychoneuroendocrinology 24:131–142.

    Article  CAS  PubMed  Google Scholar 

  88. MacLean PD (1990) The triune brain in evolution: role in paleocerebral functions. Plenum, New York.

    Google Scholar 

  89. MacLean PD, Newman JD (1988) Role of midline frontolimbic cortex in production of the isolation call of squirrel monkeys. Brain Res 450:111–123.

    Article  CAS  PubMed  Google Scholar 

  90. Malone DA Jr, Dougherty DD, Rezai AR, Carpenter LL, Friehs GM, Eskandar EN, Rauch SL, Rasmussen SA, Machado AG, Kubu CS, Tyrka AR, Price LH, Stypulkowski PH, Giftakis JE, Rise MT, Malloy PF, Salloway SP, Greenberg BD (2009) Deep brain stimulation of the ventral capsule/ventral striatum for treatment-resistant depression. Biol Psychiatry 65:267–275.

    Article  PubMed  Google Scholar 

  91. Margulies DS, Kelly AM, Uddin LQ, Biswal BB, Castellanos FX, Milham MP (2007) Mapping the functional connectivity of ­anterior cingulate cortex. Neuroimage 37:579–588.

    Article  PubMed  Google Scholar 

  92. Martin SD, Martin E, Rai SS, Richardson MA, Royall R (2001) Brain blood flow changes in depressed patients treated with interpersonal psychotherapy or venlafaxine hydrochloride: preliminary findings. Arch Gen Psychiatry 58:641–648.

    Article  CAS  PubMed  Google Scholar 

  93. Mathew SJ, Manji HK, Charney DS (2008) Novel drugs and therapeutic targets for severe mood disorders. Neuropsycho­pharmacology 33:2080–2092.

    Article  CAS  PubMed  Google Scholar 

  94. Mayberg HS (1994) Frontal lobe dysfunction in secondary depression. J Neuro­psychiatry Clin Neurosci 6:428–442.

    Article  CAS  PubMed  Google Scholar 

  95. Mayberg HS (1997) Limbic-cortical dysregulation: a proposed model of depression. J Neuropsychiatry Clin Neurosci 9:471–481.

    Article  CAS  PubMed  Google Scholar 

  96. Mayberg HS (2009) Targeted electrode – based modulation of neural circuits for depression. Journal Clin Invest 119:717–725.

    Article  PubMed  Google Scholar 

  97. Mayberg HS, Brannan SK, Mahurin RK, Jerabek PA, Brickman JS, Tekell JL, Silva JA, McGinnis S, Glass TG, Martin CC, Fox PT (1997) Cingulate function in depression: a potential predictor of treatment response. Neuroreport 8:1057–1061.

    Article  CAS  PubMed  Google Scholar 

  98. Mayberg HS, Brannan SK, Tekell JL, Silva JA, Mahurin RK, McGinnis S, Jerabek PA (2000) Regional metabolic effects of fluoxetine in major depression: serial changes and relationship to clinical response. Biol Psychiatry 48:830–843.

    Article  CAS  PubMed  Google Scholar 

  99. Mayberg HS, Liotti M, Brannan SK, McGinnis S, Mahurin RK, Jerabek PA, Silva JA, Tekell JL, Martin CC, Lancaster JL, Fox PT (1999) Reciprocal limbic-cortical function and negative mood: converging PET findings in depression and normal sadness. Am J Psychiatry 156:675–682.

    CAS  PubMed  Google Scholar 

  100. Mayberg HS, Lozano AM, Voon V, McNeely HE, Seminowicz D, Hamani C, Schwalb JM, Kennedy SH (2005) Deep brain stimulation for treatment-resistant depression. Neuron 45:651–660.

    Article  CAS  PubMed  Google Scholar 

  101. Mayberg HS, Silva JA, Brannan SK, Tekell JL, Mahurin RK, McGinnis S, Jerabek PA (2002) The functional neuroanatomy of the placebo effect. Am J Psychiatry 159:728–737.

    Article  PubMed  Google Scholar 

  102. McCracken CB, Grace AA (2007) High-frequency deep brain stimulation of the nucleus accumbens region suppresses ­neuronal activity and selectively modulates afferent drive in rat orbitofrontal cortex in vivo. J Neurosci 27:12601–12610.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  103. McEwen BS (1998) Protective and damaging effects of stress mediators. N Engl J Med 338:171–179.

    Article  CAS  PubMed  Google Scholar 

  104. McEwen BS, Magarinos AM (1997) Stress effects on morphology and function of the hippocampus. Ann NY Acad Sci 821:271–284.

    Article  CAS  PubMed  Google Scholar 

  105. McIntyre CC, Butson CR, Maks CB, Noecker AM (2006) Optimizing deep brain stimulation parameter selection with detailed models of the electrode-tissue interface. Conf Proc IEEE Eng Med Biol Soc 1:893–895.

    Article  Google Scholar 

  106. McIntyre CC, Savasta M, Walter BL, Vitek JL (2004) How does deep brain stimulation work? Present understanding and future questions. J Clin Neurophysiol 21:40–50.

    Article  PubMed  Google Scholar 

  107. Muller-Preuss P, Jurgens U (1976) Projections from the ‘cingular’ vocalization area in the squirrel monkey. Brain Res 103:29–43.

    Article  CAS  PubMed  Google Scholar 

  108. Myers KM, Davis M (2007) Mechanisms of fear extinction. Mol Psychiatry 12:120–150.

    Article  CAS  PubMed  Google Scholar 

  109. Nemeroff CB, Heim CM, Thase ME, Klein DN, Rush AJ, Schatzberg AF, Ninan PT, McCullough JP Jr, Weiss PM, Dunner DL, Rothbaum BO, Kornstein S, Keitner G, Keller MB (2003) Differential responses to psychotherapy versus pharmacotherapy in patients with chronic forms of major depression and childhood trauma. Proc Natl Acad Sci USA 100:14293–14296.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  110. Nierenberg AA, Alpert JE, Gardner-Schuster EE, Seay S, Mischoulon D (2008) Vagus nerve stimulation: 2-year outcomes for bipolar versus unipolar treatment-resistant depression. Biol Psychiatry 64:455–460.

    Article  PubMed  Google Scholar 

  111. Nobler MS, Oquendo MA, Kegeles LS, Malone KM, Campbell CC, Sackeim HA, Mann JJ (2001) Decreased regional brain metabolism after ect. Am J Psychiatry 158:305–308.

    Article  CAS  PubMed  Google Scholar 

  112. Northoff G, Heinzel A, de Greck M, Bermpohl F, Dobrowolny H, Panksepp J (2006) Self-referential processing in our brain–a meta-analysis of imaging studies on the self. Neuroimage 31:440–457.

    Article  PubMed  Google Scholar 

  113. Ochsner KN, Gross JJ (2005) The cognitive control of emotion. Trends Cogn Sci 9:242–249.

    Article  PubMed  Google Scholar 

  114. Ochsner KN, Ray RD, Cooper JC, Robertson ER, Chopra S, Gabrieli JD, Gross JJ (2004) For better or for worse: neural systems supporting the cognitive down- and up-regulation of negative emotion. Neuroimage 23:483–499.

    Article  PubMed  Google Scholar 

  115. Ongur D, An X, Price JL (1998) Prefrontal cortical projections to the hypothalamus in macaque monkeys. J Comp Neurol 401:480–505.

    Article  CAS  PubMed  Google Scholar 

  116. Ongur D, Drevets WC, Price JL (1998) Glial reduction in the subgenual prefrontal cortex in mood disorders. Proc Natl Acad Sci USA 95:13290–13295.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  117. Ongur D, Price JL (2000) The organization of networks within the orbital and medial prefrontal cortex of rats, monkeys and humans. Cereb Cortex 10:206–219.

    Article  CAS  PubMed  Google Scholar 

  118. Osuch EA, Ketter TA, Kimbrell TA, George MS, Benson BE, Willis MW, Herscovitch P, Post RM (2000) Regional cerebral metabolism associated with anxiety symptoms in affective disorder patients. Biol Psychiatry 48:1020–1023.

    Article  CAS  PubMed  Google Scholar 

  119. Palomero-Gallagher N, Vogt BA, Schleicher A, Mayberg HS, Zilles K (2008) Receptor architecture of human cingulate cortex: evaluation of the four-region neurobiological model. Hum Brain Mapp 30(8):2336–2355.

    Article  PubMed Central  Google Scholar 

  120. Papez JW (1937) A proposed mechanism of emotion. Arch Neurol Psychiatry 38:725–733.

    Article  Google Scholar 

  121. Pardo JV, Sheikh SA, Schwindt GC, Lee JT, Kuskowski MA, Surerus C, Lewis SM, Abuzzahab FS, Adson DE, Rittberg BR (2008) Chronic vagus nerve stimulation for treatment-resistant depression decreases resting ventromedial prefrontal glucose metabolism. Neuroimage 42:879–889.

    Article  PubMed  Google Scholar 

  122. Peltier SJ, Polk TA, Noll DC (2003) Detecting low-frequency functional connectivity in fMRI using a self-organizing map (SOM) algorithm. Hum Brain Mapp 20:220–226.

    Article  PubMed  PubMed Central  Google Scholar 

  123. Petrides M, Pandya DN (2007) Efferent association pathways from the rostral prefrontal cortex in the macaque monkey. J Neurosci 27:11573–11586.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  124. Pezawas L, Meyer-Lindenberg A, Drabant EM, Verchinski BA, Munoz KE, Kolachana BS, Egan MF, Mattay VS, Hariri AR, Weinberger DR (2005) 5-HTTLPR polymorphism impacts human cingulate-amygdala interactions: a genetic susceptibility mechanism for depression. Nat Neurosci 8:828–834.

    Article  CAS  PubMed  Google Scholar 

  125. Phan KL, Wager T, Taylor SF, Liberzon I (2002) Functional neuroanatomy of emotion: a meta-analysis of emotion activation studies in PET and fMRI. Neuroimage 16:331–348.

    Article  PubMed  Google Scholar 

  126. Phillips ML, Drevets WC, Rauch SL, Lane R (2003) Neurobiology of emotion perception II: implications for major psychiatric disorders. Biol Psychiatry 54:515–528.

    Article  PubMed  Google Scholar 

  127. Pittenger C, Duman RS (2008) Stress, depression, and neuroplasticity: a convergence of mechanisms. Neuropsychopharmacology 33:88–109.

    Article  CAS  PubMed  Google Scholar 

  128. Pizzagalli D, Pascual-Marqui RD, Nitschke JB, Oakes TR, Larson CL, Abercrombie HC, Schaefer SM, Koger JV, Benca RM, Davidson RJ (2001) Anterior cingulate activity as a predictor of degree of treatment response in major depression: evidence from brain electrical tomography analysis. Am J Psychiatry 158:405–415.

    Article  CAS  PubMed  Google Scholar 

  129. Poston KL, Eidelberg D (2008) Network biomarkers for the diagnosis and treatment of movement disorders. Neurobiol Dis.

    Google Scholar 

  130. Radley JJ, Rocher AB, Rodriguez A, Ehlenberger DB, Dammann M, McEwen BS, Morrison JH, Wearne SL, Hof PR (2008) Repeated stress alters dendritic spine morphology in the rat medial prefrontal cortex. J Comp Neurol 507:1141–1150.

    Article  PubMed  PubMed Central  Google Scholar 

  131. Rajkowska G, Miguel-Hidalgo JJ (2007) Gliogenesis and glial pathology in depression. CNS Neurol Disord Drug Targets 6:219–233.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  132. Robinson RG, Kubos KL, Starr LB, Rao K, Price TR (1984) Mood disorders in stroke patients. Importance of location of lesion. Brain 107:81–93.

    Article  PubMed  Google Scholar 

  133. Rush AJ, Kovacs M, Beck AT, Weissenburger J, Hollon SD (1981) Differential effects of cognitive therapy and pharmacotherapy on depressive symptoms. J Affect Disord 3:221–229.

    Article  CAS  PubMed  Google Scholar 

  134. Rush AJ, Trivedi MH, Wisniewski SR, Nierenberg AA, Stewart JW, Warden D, Niederehe G, Thase ME, Lavori PW, Lebowitz BD, McGrath PJ, Rosenbaum JF, Sackeim HA, Kupfer DJ, Luther J, Fava M (2006) Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: a STAR*D report. Am J Psychiatry 163:1905–1917.

    Article  PubMed  Google Scholar 

  135. Sakas DE, Panourias IG, Simpson BA (2007) An introduction to neural networks surgery, a field of neuromodulation which is based on advances in neural networks science and digitised brain imaging. Acta Neurochir Suppl 97:3–13.

    Article  PubMed  Google Scholar 

  136. Salvadore G, Cornwell BR, Colon-Rosario V, Coppola R, Grillon C, Zarate CA Jr, Manji HK (2009) Increased anterior cingulate cortical activity in response to fearful faces: a neurophysiological biomarker that predicts rapid antidepressant response to ketamine. Biol Psychiatry 65:289–295.

    Article  CAS  PubMed  Google Scholar 

  137. Santini E, Quirk GJ, Porter JT (2008) Fear conditioning and extinction differentially modify the intrinsic excitability of infralimbic neurons. J Neurosci 28:4028–4036.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  138. Schlaepfer TE, Cohen MX, Frick C, Kosel M, Brodesser D, Axmacher N, Joe AY, Kreft M, Lenartz D, Sturm V (2008) Deep brain stimulation to reward circuitry alleviates anhedonia in refractory major depression. Neuropsychopharmacology 33:368–377.

    Article  PubMed  Google Scholar 

  139. Seminowicz DA, Mayberg HS, McIntosh AR, Goldapple K, Kennedy S, Segal Z, Rafi-Tari S (2004) Limbic-frontal circuitry in major depression: a path modeling metanalysis. Neuroimage 22:409–418.

    Article  CAS  PubMed  Google Scholar 

  140. Sheline YI (2003) Neuroimaging studies of mood disorder effects on the brain. Biol Psychiatry 54:338–352.

    Article  PubMed  Google Scholar 

  141. Sheline YI, Barch DM, Donnelly JM, Ollinger JM, Snyder AZ, Mintun MA (2001) Increased amygdala response to masked emotional faces in depressed subjects resolves with antidepressant treatment: an fMRI study. Biol Psychiatry 50:651–658.

    Article  CAS  PubMed  Google Scholar 

  142. Siegle GJ, Carter CS, Thase ME (2006) Use of FMRI to predict recovery from unipolar depression with cognitive behavior therapy. Am J Psychiatry 163:735–738.

    Article  PubMed  Google Scholar 

  143. Siegle GJ, Steinhauer SR, Thase ME, Stenger VA, Carter CS (2002) Can’t shake that feeling: event-related fMRI assessment of sustained amygdala activity in response to emotional information in depressed individuals. Biol Psychiatry 51:693–707.

    Article  PubMed  Google Scholar 

  144. Sirota A, Montgomery S, Fujisawa S, Isomura Y, Zugaro M, Buzsaki G (2008) Entrainment of neocortical neurons and gamma oscillations by the hippocampal theta rhythm. Neuron 60:683–697.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  145. Swain JE, Lorberbaum JP, Kose S, Strathearn L (2007) Brain basis of early parent-infant interactions: psychology, physiology, and in vivo functional neuroimaging studies. J Child Psychol Psychiatry 48:262–287.

    Article  PubMed  PubMed Central  Google Scholar 

  146. Talbot PS, Cooper SJ (2006) Anterior cingulate and subgenual prefrontal blood flow changes following tryptophan depletion in healthy males. Neuropsychopharmacology 31:1757–1767.

    Article  CAS  PubMed  Google Scholar 

  147. Tremblay LK, Naranjo CA, Graham SJ, Herrmann N, Mayberg HS, Hevenor S, Busto UE (2005) Functional neuroanatomical substrates of altered reward processing in major depressive disorder revealed by a dopaminergic probe. Arch Gen Psychiatry 62:1228–1236.

    Article  PubMed  Google Scholar 

  148. Trost M, Su S, Su P, Yen RF, Tseng HM, Barnes A, Ma Y, Eidelberg D (2006) Network modulation by the subthalamic nucleus in the treatment of Parkinson’s disease. Neuroimage 31:301–307.

    Article  PubMed  Google Scholar 

  149. Uddin LQ, Kelly AM, Biswal BB, Xavier Castellanos F, Milham MP (2009) Functional connectivity of default mode network components: correlation, anticorrelation, and causality. Hum Brain Mapp 30:625–637.

    Article  PubMed  Google Scholar 

  150. Vertes RP (2004) Differential projections of the infralimbic and prelimbic cortex in the rat. Synapse 51:32–58.

    Article  CAS  PubMed  Google Scholar 

  151. Vertes RP, Hoover WB, Szigeti-Buck K, Leranth C (2007) Nucleus reuniens of the midline thalamus: link between the medial prefrontal cortex and the hippocampus. Brain Res Bull 71:601–609.

    Article  PubMed  PubMed Central  Google Scholar 

  152. Videbech P (2000) PET measurements of brain glucose metabolism and blood flow in major depressive disorder: a critical review. Acta Psychiatr Scand 101:11–20.

    Article  CAS  PubMed  Google Scholar 

  153. Videbech P, Ravnkilde B, Pedersen TH, Hartvig H, Egander A, Clemmensen K, Rasmussen NA, Andersen F, Gjedde A, Rosenberg R (2002) The Danish PET/depression project: clinical symptoms and cerebral blood flow. A regions-of-interest analysis. Acta Psychiatr Scand 106:35–44.

    Article  CAS  PubMed  Google Scholar 

  154. Vogt BA, Nimchinsky EA, Vogt LJ, Hof PR (1995) Human cingulate cortex: surface features, flat maps, and cytoarchitecture. J Comp Neurol 359:490–506.

    Article  CAS  PubMed  Google Scholar 

  155. Wang L, LaBar KS, Smoski M, Rosenthal MZ, Dolcos F, Lynch TR, Krishnan RR, McCarthy G (2008) Prefrontal mechanisms for executive control over emotional distraction are altered in major depression. Psychiatry Res 163:143–155.

    Article  PubMed  PubMed Central  Google Scholar 

  156. Warden D, Rush AJ, Trivedi MH, Fava M, Wisniewski SR (2007) The STAR*D Project results: a comprehensive review of findings. Curr Psychiatry Rep 9:449–459.

    Article  PubMed  Google Scholar 

  157. Watkins E, Teasdale JD (2004) Adaptive and maladaptive self-focus in depression. J Affect Disord 82:1–8.

    Article  PubMed  Google Scholar 

  158. Weerts EM, Miczek KA (1996) Primate vocalizations during social separation and aggression: effects of alcohol and benzodiazepines. Psychopharmacology (Berl) 127:255–264.

    Article  CAS  Google Scholar 

  159. Wu J, Buchsbaum MS, Gillin JC, Tang C, Cadwell S, Wiegand M, Najafi A, Klein E, Hazen K, Bunney WE Jr, Fallon JH, Keator D (1999) Prediction of antidepressant effects of sleep deprivation by metabolic rates in the ventral anterior cingulate and medial prefrontal cortex. Am J Psychiatry 156:1149–1158.

    CAS  PubMed  Google Scholar 

  160. Yoshimura S, Ueda K, Suzuki S, Onoda K, Okamoto Y, Yamawaki S (2009) Self-referential processing of negative stimuli within the ventral anterior cingulate gyrus and right amygdala. Brain Cogn 69:218–225.

    Article  PubMed  Google Scholar 

  161. Zald DH, Mattson DL, Pardo JV (2002) Brain activity in ventromedial prefrontal cortex correlates with individual differences in negative affect. Proc Natl Acad Sci USA 99:2450–2454.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  162. Zarate CA Jr, Singh JB, Carlson PJ, Brutsche NE, Ameli R, Luckenbaugh DA, Charney DS, Manji HK (2006) A randomized trial of an N-methyl-D-aspartate antagonist in treatment-resistant major depression. Arch Gen Psychiatry 63:856–864.

    Article  CAS  PubMed  Google Scholar 

  163. Zhang F, Aravanis AM, Adamantidis A, de Lecea L, Deisseroth K (2007) Circuit-breakers: optical technologies for probing neural signals and systems. Nat Rev Neurosci 8:577–581.

    Article  CAS  PubMed  Google Scholar 

  164. Zink CF, Pagnoni G, Martin ME, Dhamala M, Berns GS (2003) Human striatal response to salient nonrewarding stimuli. J Neurosci 23:8092–8097.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

I thank my many colleagues who contributed to these studies. Work supported by grants from National Institutes of Health (NIH), NARSAD, the Dana Foundation, Canadian Institutes for Health Research (CIHR), Stanley Medical Research Foundation, and the Woodruff Fund.

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Mayberg, H.S., Holtzheimer, P.E. (2011). Targeted Modulation of Neural Circuits: A New Treatment Strategy for Neuropsychiatric Disease. In: Vertes, R., Stackman Jr., R. (eds) Electrophysiological Recording Techniques. Neuromethods, vol 54. Humana, Totowa, NJ. https://doi.org/10.1007/978-1-60327-202-5_11

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