Forecasting seizures in dogs with naturally occurring epilepsy

PLoS ONE

Volumn 9, Issue 1, 2014, Pages

  Howbert, J Jeffry ^a   Patterson, Edward E ^b   Stead, S Matt ^c   Brinkmann, Ben ^c   Vasoli, Vincent ^c   Crepeau, Daniel ^c   Vite, Charles H ^d   Sturges, Beverly ^e   Ruedebusch, Vanessa ^a   Mavoori, Jaideep ^a   Leyde, Kent ^a   Sheffield, W Douglas ^a   Litt, Brian ^f   Worrell, Gregory A ^c  

^a NeuroVista Corporation   (United States)

^b UNIVERSITY OF MINNESOTA   (United States)

^c MAYO CLINIC   (United States)

^d UNIVERSITY OF PENNSYLVANIA   (United States)

^e UNIVERSITY OF CALIFORNIA   (United States)

^f UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ALPHA RHYTHM; ANIMAL EXPERIMENT; ARTICLE; BETA RHYTHM; BRAIN DEPTH RECORDING; DELTA RHYTHM; DOG; ELECTROENCEPHALOGRAM; FOCAL EPILEPSY; FORECASTING; GAMMA RADIATION; GAMMA RHYTHM; HIGH GAMMA WAVE; INTRACRANIAL ELECTROENCEPHALOGRAM; INTRACRANIAL PRESSURE MONITORING; INTRACRANIAL PRESSURE MONITORING DEVICE; LOGISTIC REGRESSION ANALYSIS; LOW GAMMA WAVE; NONHUMAN; POISSON DISTRIBUTION; SEIZURE; THETA RHYTHM;

ANIMALS; DOG DISEASES; DOGS; ELECTRODES, IMPLANTED; ELECTROENCEPHALOGRAPHY; SEIZURES; TIME FACTORS;

EID: 84897451649     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0081920     Document Type: Article

References (46)

1. Linehan J, Berg AT (2011) Epidemiologic aspects of epilepsy. In: The Treatment of Epilepsy: Principle and Practice. Williams & Wilkins. pp. 165-172.
2. Murray, Lopez, AD (1994) Global Comparative Assessments in the Health Sector: Disease Burden, Expenditure, Intervention Packages. Geneva, Switzerland: World Health Organization.
3. Kwan P, Brodie MJ (2000) Early identification of refractory epilepsy. N Engl J Med 342: 314-319. (Pubitemid 30075244)
4. Schulze-Bonhage A, Kuhn A (2008) Unpredictability of Seizures and the Burden of Epilepsy. Seizure Prediction in Epilepsy: From Basic Mechanisms to Clinical Applications.
5. Schulze-Bonhage A, Sales F, Wagner K, Teotonio R, Carius A, et al. (2010) Views of patients with epilepsy on seizure prediction devices. Epilepsy Behav 18: 388-396.
6. Fisher RS (2000) Epilepsy from the Patient's Perspective: Review of Results of a Community-Based Survey. Epilepsy Behav 1: S9-S14.
7. Fisher RS (2012) Therapeutic devices for epilepsy. Ann Neurol 71: 157-168.
8. Alarcon G, Binnie CD, Elwes RD, Polkey CE (1995) Power spectrum and intracranial EEG patterns at seizure onset in partial epilepsy. Electroencephalogr Clin Neurophysiol 94: 326-37.
9. Lee SA, Spencer DD, Spencer SS (2000) Intracranial EEG seizure-onset patterns in neocortical epilepsy. Epilepsia 41: 297-307. (Pubitemid 30134285)
10. Engel J, Pedley TA, Aicardi J, Dichter MA, Moshé S (2007) Epilepsy: a comprehensive textbook. Lippincott Williams & Wilkins.
11. Morrell MJ, RNS System in Epilepsy Study Group (2011) Responsive cortical stimulation for the treatment of medically intractable partial epilepsy. Neurology 77: 1295-1304.
12. Haut SR, Lipton RB, LeValley AJ, Hall CB, Shinnar S (2005) Identifying seizure clusters in patients with epilepsy. Neurology 65: 1313-1315. (Pubitemid 41508235)
13. Haut SR (2006) Seizure clustering. Epilepsy Behav 8: 50-55.
14. Durazzo TS, Spencer SS, Duckrow RB, Novotny EJ, Spencer DD, et al. (2008) Temporal distributions of seizure occurrence from various epileptogenic regions. Neurology 70: 1265-1271. (Pubitemid 351520950)
15. Dudek FE, Staley KJ (2011) Seizure probability in animal models of acquired epilepsy: a perspective on the concept of the preictal state. Epilepsy Res 97: 324-331.
16. Mormann F, Andrzejak RG, Elger CE, Lehnertz K (2007) Seizure prediction: the long and winding road. Brain 130: 314-333. (Pubitemid 46181087)
17. Stacey W, Le Van Quyen M, Mormann F, Schulze-Bonhage A (2011) What is the present-day EEG evidence for a preictal state? Epilepsy Res 97: 243-251.
18. Gowers SWR (1885) Epilepsy and other chronic convulsive diseases. London: W. Wood and Company.
19. Haut SR, Hall CB, LeValley AJ, Lipton RB (2007) Can patients with epilepsy predict their seizures? Neurology 68: 262-266. (Pubitemid 46151648)
20. Weinand ME, Carter LP, el-Saadany WF, Sioutos PJ, Labiner DM, et al. (1997) Cerebral blood flow and temporal lobe epileptogenicity. J Neurosurg 86: 226-232. (Pubitemid 27130682)
21. Baumgartner C, Serles W, Leutmezer F, Pataraia E, Aull S, et al. (1998) Preictal SPECT in temporal lobe epilepsy: regional cerebral blood flow is increased prior to electroencephalography-seizure onset. J Nucl Med 39: 978-982. (Pubitemid 28270111)
22. Adelson PD, Nemoto E, Scheuer M, Painter M, Morgan J, et al. (1999) Noninvasive continuous monitoring of cerebral oxygenation periictally using near-infrared spectroscopy: a preliminary report. Epilepsia 40: 1484-1489. (Pubitemid 29518075)
23. Federico P, Abbott DF, Briellmann RS, Harvey AS, Jackson GD (2005) Functional MRI of the pre-ictal state. Brain 128: 1811-1817. (Pubitemid 41373652)
24. Badawy R, Macdonell R, Jackson G, Berkovic S The peri-ictal state: Cortical excitability changes within 24 h of a seizure. Brain 132: 1013-1021.
25. Badawy RA, Vogrin SJ, Lai A, Cook MJ (2013) Are patterns of cortical hyperexcitability altered in catamenial epilepsy? Ann Neurol. (In Press)
26. Andrzejak RG, Chicharro D, Elger CE, Mormann F (2009) Seizure prediction: Any better than chance? Clin Neurophysiol 120(8): 1465-1478.
27. Snyder DE, Echauz J, Grimes DB, Litt B (2008) The statistics of a practical seizure warning system. J Neural Eng 5: 392-401.
28. Park Y, Luo L, Parhi KK, Netoff T (2011) Seizure prediction with spectral power of EEG using cost-sensitive support vector machines. Epilepsia 52: 1761-1770.
29. Cook MJ, O'Brien TJ, Berkovic SF, Murphy M, Morokoff A, et al. (2013) Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: a first-in-man study. Lancet Neurol 12: 563-571.
30. Elger CE, Mormann F (2013) Seizure prediction and documentation-two important problems. Lancet Neurol 12: 531-532.
31. Main I (1999) Is the reliable prediction of individual earthquakes a realistic scientific goal. Nature Debates. http://www.nature.com/nature/debates/ earthquake/equake-contents.html
32. Davis KA, Sturges BK, Vite CH, Ruedebusch V, Worrell G, et al. (2011) A novel implanted device to wirelessly record and analyze continuous intracranial canine EEG. Epilepsy Res 96: 116-122.
33. Coles L, Patterson E, Sheffield W, Mavoori J, Higgin J, et al. (2013) Feasibility Study of a Caregiver Seizure Alert System in Canine Epilepsy. Epilepsy Behavior. (In Press)
34. Potschka H, Fischer A, von Rüden EL, Hülsmeyer V, Baumgärtner W (2013) Canine epilepsy as a translational model? Epilepsia 54: 571-579.
35. Pellegrino FC, Sica RE (2004) Canine electroencephalographic recording technique: findings in normal and epileptic dogs. Clin Neurophysiol 115: 477-487. (Pubitemid 38117270)
36. Berendt M, Høgenhaven H, Flagstad A, Dam M (1999) Electroencephalography in dogs with epilepsy: similarities between human and canine findings. Acta Neurol Scand 99: 276-283. (Pubitemid 29202184)
37. Chandler K (2006) Canine epilepsy: what can we learn from human seizure disorders? Vet J 172: 207-217.
38. Berendt M, Gram L (1999) Epilepsy and seizure classification in 63 dogs: a reappraisal of veterinary epilepsy terminology. J Vet Intern Med 13: 14-20.
39. Dewey CW, Guiliano R, Boothe DM, Berg JM, Kortz GD, et al. (2004) Zonisamide therapy for refractory idiopathic epilepsy in dogs. J Am Anim Hosp Assoc 40: 285-291. (Pubitemid 43180247)
40. Platt SR, Adams V, Garosi LS, Abramson CJ, Penderis J, et al. (2006) Treatment with gabapentin of 11 dogs with refractory idiopathic epilepsy. Vet Rec 159: 881-884. (Pubitemid 46111360)
41. Volk HA, Matiasek LA, Luján Feliu-Pascual A, Platt SR, Chandler KE (2008) The efficacy and tolerability of levetiracetam in pharmacoresistant epileptic dogs. Vet J 176: 310-319. (Pubitemid 351611920)
42. von Klopmann T, Rambeck B, Tipold A (2007) Prospective study of zonisamide therapy for refractory idiopathic epilepsy in dogs. J Small Anim Pract 48: 134-138. (Pubitemid 46392409)
43. Gardner A, Krieger A, Vachtsevanos G, Litt B (2007) One-Class Novelty Detection for Seizure Analysis from Intracranial EEG. Journal of Machine Learning Research 7: 1025-1044.
44. Andrzejak RG, Mormann F, Kreuz T, Rieke C, Kraskov A, et al. (2003) Testing the null hypothesis of the nonexistence of a preseizure state. Phys Rev E Stat Nonlin Soft Matter Phys 67: 010901.
45. Worrell GA, Jerbi K, Kobayashi K, Lina JM, Zelmann R, et al. (2012) Recording and analysis techniques for high-frequency oscillations. Prog Neurobiol 98: 265-278
46. Warren CP, Hu S, Stead M, Brinkmann BH, Bower MR, et al. (2010) Synchrony in normal and focal epileptic brain: the seizure onset zone is functionally disconnected. J Neurophysiol 104: 3530-3539