Population based models of cortical drug response: Insights from anaesthesia

Cognitive Neurodynamics

Volumn 2, Issue 4, 2008, Pages 283-296

  Foster, Brett L ^a   Bojak, Ingo ^b   Liley, David T J ^a  

^a SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

^b RADBOUD UNIVERSITY   (Netherlands)

Author keywords

Anaesthesia; Brain dynamics; EEG; Inhibition; Neural field theory

Indexed keywords

7 TERT BUTYL 3 (2,5 DIFLUOROPHENYL) 6 (2 METHYL 2H 1,2,4 TRIAZOL 3 YLMETHOXY) 1,2,4 TRIAZOLO[4,3 B]PYRIDAZINE; ALPRAZOLAM; BENZODIAZEPINE; DIAZEPAM; DIAZEPAM PLUS TEMAZEPAM; ENFLURANE; ISOFLURANE; KETAMINE; MORPHINE; NEUROTRANSMITTER; THIOPENTAL; UNCLASSIFIED DRUG; ZOLPIDEM;

ANESTHESIA; BRAIN CORTEX; CELL ACTIVITY; DRUG MECHANISM; DRUG RESPONSE; EXPERIMENTAL MODEL; MOLECULAR DYNAMICS; NERVE CELL NETWORK; NEUROIMAGING; NEUROPHYSIOLOGY; POSTSYNAPTIC POTENTIAL; REVIEW;

EID: 56749096609     PISSN: 18714080     EISSN: 18714099     Source Type: Journal    
DOI: 10.1007/s11571-008-9063-z     Document Type: Review

References (76)

1. RE Anderson JG Kakobsson 1992 Entropy of EEG during anaesthesia induction: a comparative study with propofol or nitrous oxide as sole agent Br J Anaesth 92 2 167 170
2. I Aradi P Erdi 2006 Computational neuropharmacology: dynamical approaches in drug discovery Trends Pharmacol Sci 27 5 240 243
3. P Arhem G Klement J Nilsson 2003 Mechanisms of anesthesia: towards integrating network, cellular, and molecular level modeling Neuropsychopharmacology 28 S40 S47
4. M Avidan L Zhang B Burnside K Finkel A Searleman J Selvidge L Saager M Turner S Rao M Bottros C Hantler E Jacobsohn A Evers 2008 Anesthesia awareness and the bispectral index N Engl J Med 358 1097 1108
5. MI Banks RA Pearce 1999 Dual actions of volitile anesthetics on GABA(A) IPSCs Anesthesiology 90 120 134
6. Basar E (1980) EEG brain-dynamics: relation between EEG and brain evoked potentials. Elsevier, Netherlands
7. Bojak I, Liley DTJ (2005) Modeling the effects of anaesthesia on the electroencephalogram. Phys Rev E 71:0419021-0419022
8. Bojak I, Liley DTJ, Cadusch PJ, Cheng K (2004) Electrorhythmogenesis and anaesthesia in a physiological mean field theory. Neurocomputing 58-60:1197-1202
9. M Breakspear CJ Stam 2005 Dynamics of a neural system with a multiscale architecture Philos Trans R Soc Lond, B, Biol Sci 360 1051 1074
10. V Campagna-Slater DF Weaver 2007 Anaesthetic binding sites for etomidate and propofol on a GABAA receptor model Neurosci Lett 418 1 28 33
11. MP Dafilis DTJ Liley PJ Cadusch 2001 Robust chaos in a model of the electroencephalogram: implications for brain dynamics Chaos 11 3 474 478
12. O David K Friston 2003 A neural mass model for MEG/EEG: coupling and neuronal dynamics NeuroImage 20 3 1743 1755
13. Faulkner HJ, Traub RD, Whittington MA (1998) Disruption of synchronous gamma oscillations in the rat hippocampal slice: a common mechanism of anaesthetic drug action. Br J Pharmacol 125(3):483-492
14. HJ Faulkner RD Traub MA Whittington 1999 Anaesthetic/amnesic agents disrupt beta frequency oscillations associated with potentiation of excitatory synaptic potentials in the rat hippocampal slice Br J Pharmacol 128 8 1813 1825
15. VA Feshchenko RA Veselis RA Reinsel 2004 Propofol-induced alpha rhythm Neuropsychobiology 50 257 266
16. NP Franks WR Lieb 1994 Molecular and cellular mechanisms of general anaesthesia Nature 367 607 614
17. Freeman W (1975) Mass action in the nervous system. Academic Press, New York
18. WJ Freeman 1992 Tutorial on neurobiology: from single neurons to brain chaos Int J Bifurcat Chaos 2 3 451 482
19. Freeman WJ (2000) Neurodynamics: an exploration in mesoscopic brain dynamics. Springer-Verlag, New York
20. MG Hanna 2006 Genetic neurological channelopathies Nat Clin Pract Neurol 2 5 252 263
21. W Heinke S Koelsch 2005 The effects of anesthetics on brain activity and cognitive function Curr Opin Anaesthesiol 18 625 631
22. HC Hemmings MH Akabas PA Goldstein JR Trudell BA Orser NL Harrison 2005 Emerging molecular mechanisms of general anesthetic action Trends Pharmacol Sci 26 10 503 511
23. K Hirota 2006 Special cases: ketamine, nitrous oxide and xenon Best Pract Res Clin Anaesthesiol 20 69 79
24. JA Hobson EF Pace Schott 2002 The cognitive neuroscience of sleep:neuronal systems, consciousness and learning Nat Rev Neurosci 3 679 684
25. Y Ishizawa 2007 Mechanisms of anesthetic actions and the brain J Anesth 21 2 187 199
26. O Jensen P Goel N Kopell M Pohja R Hari B Ermentrout 2005 On the human sensorimotor-cortex beta rhythm: sources and modeling Neuroimage 26 347 355
27. V Jirsa H Haken 1996 Field theory of electromagnetic brain activity Phys Rev Lett 77 960 963
28. ER John LS Prichep W Kox P Valdes-Sosa J Bosch Bayard E Aubert M Tom F diMichele LD Gugion 2001 Invariant reversible qeeg effects of anesthetics Conscious Cogn 10 165 183
29. GAR Johnston M Chebib RK Duke KN Mewett AD Mitrovic RJ Vandenberg 1999 Medicinal chemistry and molecular pharmacology of GABA receptors and glutamate transporters-complementary structure-activity relationships Drug Dev Res 46 255 260
30. Keener J, Sneyd J (2001) Mathematical physiology, 2nd edn. Springer-Verlag, USA
31. Kelso S (1995) Dynamic patterns: the self organisation of brain and behaviour. MIT Press, USA
32. JW Kim PA Robinson 2007 Compact dynamical model of brain activity Phys Rev E 75 031907
33. T Kishimoto C Kadoyo R Sneyd SK Samra EF Domino 1995 Topographic electroencephalogram of propofol-induced conscious sedation Clin Pharmacol Ther 58 6 666 674
34. T Kiss P Erdi 2002 Mesoscopic neurodynamics Biosystems 64 119 126
35. Koch C, Segev I (eds) (1998) Methods in neuronal modeling: from ions to networks, 2nd edn. The MIT Press, USA
36. M Kramer A Szeri J Sleigh H Kirsch 2007 Mechanisms of seizure propagation in a cortical model J Comput Neurosci 22 63 80
37. MD Krasowski NL Harrison 1999 General anaesthetic actions on ligand-gated ion channels Cell and Mol Life Sci 55 1278 1303
38. K Kuizenga CJ Kalkman PJ Hennis 1998 Quantitative electroencephalographic analysis of the biphasic concentration-effects relationships of propofol in surgical patients during extradural analgesia Br J Anaesth 80 725 732
39. K Kuizenga JMKH Wierda CJ Kalkman 2001 Biphasic EEG changes in relation to loss of consciousness during induction with thiopental, propofol, etomidate, midazolam or sevoflurane Br J Anaesth 86 3 354 360
40. DTJ Liley I Bojak 2005 Understanding the transition to seizure by modeling the epileptiform activity of general anesthetic agents J Clin Neurophysiol 22 5 300 313
41. Liley DTJ, Cadusch PJ, Wright JJ (1998) A continuum theory of electro-cortical activity. CalTech, CA
42. DTJ Liley PJ Cadusch MP Dafilis 2002 A spatially continuous mean field theory of electrocortical activity Network 13 67 113
43. DTJ Liley PJ Cadusch M Gray PJ Nathan 2003 Drug-induced modification of the system properties associated with spontaneous human electroncephalographic activity Phys Rev E 68 051096
44. F Lopes da Silva A Hoeks H Smits LH Zetterberg 1975 Model of brain activity: the alpha rhythm of the thalamus Biol Cybern 15 1 27 37
45. F Lopes da Silva W Blanes S Kalitzin J Parra P Suffczynski D Velis 2003 Dynamical diseases of brain systems: different routes to epileptic seizures IEEE Trans Biomed Eng 50 540 548
46. MB MacIver AA Mikulec SM Amagasu FA Monroe 1996 Volatile anesthetics depress glutamate transmission via presynaptic actions Anesthesiology 85 823 834
47. RM McKernan PJ Whiting 1996 Which GABAA-receptor subtypes really occur in the brain Trends Neurosci 19 139 143
48. PA Modica R Tempelhoff PF White 1990 Pro- and anticonvulsant effects of anesthetics (part i) Anesth Analg 70 3 303 315
49. PA Modica R Tempelhoff PF White 1990 Pro- and anticonvulsant effects of anesthetics (part ii) Anesth Analg 70 4 433 441
50. B Molaee-Ardekani L Senhadji M Shamsollahi B Vosoughi-Vahdat E Wodey 2007 Brain activity modeling in general anesthesia: enhancing local mean-field models using a slow adaptive firing rate Phys Rev E 76 041911
51. LE Nelson TZ Guo J Lu CB Saper NP Franks M Maze 2002 The sedative component of anesthesia is mediated by GABA-A receptors in an endogenous sleep pathway Nat Neurosci 5 10 979 984
52. K Nishikawa MB MacIver 2000 Excitatory synaptic transmission mediated by NMDA receptors is more sensitive to isoflurane than are non-NMDA receptor-mediated responses Anesthesiology 92 228 236
53. Nunez P (1981) Electric fields in the brain: the neurophysics of the EEG. Oxford University Press, UK
54. Nunez PL (1995) Neocortical dynamics and human EEG rhythms. Oxford University Press, USA
55. OA Petroff 2002 GABA and glutamate in the human brain Neuroscientist 8 6 562 573
56. MR Qubbaj VK Jirsa 2007 Neural field dynamics with heterogeneous connection topology Phys Rev Lett 98 23 238102
57. IJ Rampil 1998 A primer for EEG signal processing in anesthesia Anesthesiology 89 4 980 1002
58. IJ Rampil K Jin Soo R Lenhardt C Negishi DI Sessler 1998 Bispectral EEG index during nitrous oxide administration Anesthesiology 89 3 671 677
59. DS Reynolds TW Rosahl J Cirone GF O'Meara A Haythornthwaite RJ Newman J Myers C Sur O Howell AR Rutter J Atack AJ Macaulay KL Hadingham PH Hutson D Belelli JJ Lambert GR Dawson R McKernan PJ Whiting KA Wafford 2003 Sedation and anesthesia mediated by distinct gaba(a) receptor isoforms J Neurosci 23 24 8608 8617
60. PA Robinson CJ Rennie JJ Wright 1997 Propagation and stability of waves of electrical activity in the cerebral cortex Phys Rev E 56 1 826 840
61. U Rudolph B Antkowiak 2004 Molecular and neuronal substrates for general anaesthetics Nat Rev Neurosci 5 709 720
62. MP Sceniak MB MacIver 2006 Anesthesia in silico Anesthesiology 104 400 402
63. W Sieghart G Sperk 2002 Subunit composition, distribution and function of GABA-A receptor subtypes Curr Top Med Chem 2 795 816
64. CJ Stam 2005 Nonlinear dynamical analysis of EEG and MEG: review of an emerging field Clin Neurophysiol 116 2266 2301
65. Steyn-Ross ML, Styen-Ross DA, Sleigh JW, Liley DTJ (1999) Theoretical electroencephalogram stationary spectrum for a white-noise-driven cortex: evidence for a general anaesthetic-induced phase transition. Phys Rev E 60(6):7299-7311
66. DA Steyn-Ross ML Steyn-Ross LC Wilcocks JW Sleigh 2001 Towards a theory of the general-anesthetic-induced phase transition of the cerebral cortex. II. Numerical simulations, spectral entropy, and correlation times Phys Rev E 64 011918
67. ML Steyn-Ross DA Steyn-Ross JW Sleigh LC Wilcocksl 2001 Toward a theory of the general-anesthetic-induced phase transition of the cerebral cortex. I. A thermodynamics analogy Phys Rev E 64 011971
68. ML Steyn-Ross DA Steyn-Ross JW Sleigh DR Whiting 2003 Theoretical predictions for spatial covariance of the electroencephalographic signal during the anesthetic-induced phase transition: Increased correlation length and emergence of spatial self-organization Phys Rev E 68 021902
69. ML Steyn-Ross DA Steyn-Ross JW Sleigh 2004 Modelling general anaesthesia as a first-order phase transition in the cortex Prog Biophys Mol Biol 85 2-3 369 385
70. EH Stullken JH Milde JD Michenfelder JH Tinker 1977 The nonlinear response of cerebral metabolism to low concentrations of halothane, enflurane, isoflurane, and thiopental Anesthesiology 46 1 28 34
71. Traub RD, Jefferys JGR, Whittington MA (1999) Fast oscillations in cortical circuits. The MIT Press, USA
72. N Tsuda K Hayashi S Hagihira T Sawa 2007 Ketamine, an NMDA-antagonist, increases the oscillatory frequencies of alpha-peaks on the electroencephalographic power spectrum Acta Anaesthesiol Scand 51 4 472 481
73. B Ujfalussy T Kiss G Orban WE Hoffmann P Erdi M Hajos 2007 Pharmacological and computational analysis of alpha-subunit preferential GABA(A) positive allosteric modulators on the rat septo-hippocampal activity Neuropharmacology 52 3 733 743
74. TJ van Gelder 1998 The dynamical hypothesis in cognitive science Behav Brain Sci 21 1 14
75. MT Wilson JW Sleigh DA Steyn Ross ML Steyn Ross 2006 General anesthetic-induced seizures can be explained by a mean-field model of cortical dynamics Anesthesiology 104 3 588 593
76. M Wilson D Steyn-Ross J Sleigh M Steyn-Ross L Wilcocks I Gillies 2006 The K-complex and slow oscillation in terms of a mean-field cortical model J Comput Neurosci 21 243 257