The site of the Media Sphera Publishers contains materials intended solely for healthcare professionals.
By closing this message, you confirm that you are a certified medical professional or a student of a medical educational institution.

Galkin S.A.

Mental Health Research Institute of the Tomsk National Research Medical Center of the Russian Academy of Science

Bokhan N.A.

Mental Health Research Institute of the Tomsk National Research Medical Center of the Russian Academy of Science

The differential diagnosis of unipolar and bipolar depression based on EEG signals

Authors:

Galkin S.A., Bokhan N.A.

More about the authors

Read: 7355 times


To cite this article:

Galkin SA, Bokhan NA. The differential diagnosis of unipolar and bipolar depression based on EEG signals. S.S. Korsakov Journal of Neurology and Psychiatry. 2022;122(11):51‑56. (In Russ.)
https://doi.org/10.17116/jnevro202212211151

Recommended articles:
Asthenia in the acute period of ischemic stroke. S.S. Korsakov Journal of Neurology and Psychiatry. 2025;(3-2):5-10
5q spinal muscular atro­phy in adults. S.S. Korsakov Journal of Neurology and Psychiatry. 2025;(3):142-147
Factors of depression acco­rding to acti­graphy in the fall season. S.S. Korsakov Journal of Neurology and Psychiatry. 2025;(5-2):27-32
Differential diagnosis of Alzheimer’s disease and vascular cognitive diso­rders. S.S. Korsakov Journal of Neurology and Psychiatry. 2025;(4-2):26-35
Identification of depression biomarkers: Prospects for use in clinical practice. S.S. Korsakov Journal of Neurology and Psychiatry. 2025;(5):51-55
Depression Anxiety Stress Scale (russian language version). S.S. Korsakov Journal of Neurology and Psychiatry. 2025;(5):103-107
Modern approaches to cystic lung diseases diagnosis. Journal of Respiratory Medi­cine. 2025;(1):30-37

References:

  1. Charlson F, Ommeren M, Flaxman A, et al. New WHO prevalence estimates of mental disorders in conflict settings: a systematic review and meta-analysis. The Lancet. 2019;394:240-248.  https://doi.org/10.1016/S0140-6736(19)30934-1
  2. García-Gutiérrez MS, Navarrete F, Sala F, et al. Biomarkers in Psychiatry: Concept, Definition, Types and Relevance to the Clinical Reality. Front Psychiatry. 2020;11:432.  https://doi.org/10.3389/fpsyt.2020.00432
  3. Krasnov VN. Depression as a social and clinical problem of modern medicine. Rossijskij Psihiatricheskij Zhurnal. 2011;6:8-10. (In Russ.).
  4. Galkin SA, Peshkovskaia AG, Simutkin GG, et al. Disorders of spatial working memory in affective disorders with mild current depression and their neurophysiological correlates. Zhurnal Nevrologii i Psikhiatrii imeni S.S. Korsakova. 2019;10:56-61. (In Russ.). https://doi.org/10.17116/jnevro201911910156
  5. Vasilieva SN, Simutkin GG, Schastnyy ED, et al. Bipolar Disorder: Comorbidity with Other Mental Disorders. Psikhiatriya. 2021;3:15-21. (In Russ.). https://doi.org/10.30629/2618-6667-2021-19-3-15-21
  6. Phillips ML, Kupfer DJ. Bipolar disorder diagnosis: challenges and future directions. The Lancet. 2013;381:1663-1671. https://doi.org/10.1016/S0140-6736(13)60989-7
  7. Pavlichenko AV, Gubina AS. Bipolar disorder. Psihiatriya i Psihofarmakoterapiya. 2021;2:4-16. (In Russ.).
  8. Tyuvina NA., Smirnova VN. Effectiveness of maintenance therapy with agomelatin (valdoxan) in recurrent depression and bipolar affective disorder. Psihiatriya i Psihofarmakoterapiya. 2013;4:30-37. (In Russ.).
  9. Galkin SA, Vasilieva SN, Ivanova SA, Bokhan NA. Electroencephalographic Markers of Depressive Disorders Resistance to Pharmacotherapy and Determination of a Possible Approach to Individual Prognosis of Therapy Effectiveness. Psikhiatriya. 2021;2:39-45. (In Russ.). https://doi.org/10.30629/2618-6667-2021-19-2-39-45
  10. Iznak AF, Iznak EV, Abramova LI, Lozhnikov MA. Models of quantitative prognosis of the therapeutic response of patients with depression according to the parameters of the initial EEG. Fiziologija Cheloveka. 2019;6:36-43. (In Russ.).
  11. Neznamov GG, Bochkarev VK. Subjective evaluation of the effect of single test doses of phenazepam and placebo in patients with anxiety disorders: a relationship with objective pharmaco-electroencephalography characteristics. Zhurnal Nevrologii i Psikhiatrii im. S.S. Korsakova. 2018;9:53-60. (In Russ.). https://doi.org/10.17116/jnevro201811809153
  12. Kim HK, Blumberger DM, Daskalakis ZJ. Neurophysiological Biomarkers in Schizophrenia-P50, Mismatch Negativity, and TMS-EMG and TMS-EEG. Front Psychiatry. 2020;11:795.  https://doi.org/10.3389/fpsyt.2020.00795
  13. Galkin SA, Kisel NI, Mandel AI, Bokhan NA. Quantitative characteristics of the alpha-band of the electroencephalogram in people with alcohol dependence. Zhurnal Nevrologii i Psikhiatrii im. S.S. Korsakova. 2022;5:105-110. (In Russ.). https://doi.org/10.17116/jnevro2022122051105
  14. Habelt B, Arvaneh M, Bernhardt N, et al. Biomarkers and neuromodulation techniques in substance use disorders. Bioelectron Med. 2020;6:4.  https://doi.org/10.1186/s42234-020-0040-0
  15. Galkin SA, Roshchina OV, Kisel NI, et al. Clinical and neurophysiological characteristics of alcohol dependence and its comorbidity with affective disorders. Neuroscience and Behavioral Physiology. 2021;6:720-723.  https://doi.org/10.1007/s11055-021-01127-w
  16. Coburn KL, Lauterbach EC, Boutros NN, et al. The value of quantitative electroencephalography in clinical psychiatry: a report by the Committee on Research of the American Neuropsychiatric Association. J Neuropsychiatry Clin Neurosci. 2006;4:460-500.  https://doi.org/10.1176/jnp.2006.18.4.460
  17. Lapin IA, Mitrofanov AA. The use of mathematical EEG analysis for differential diagnosis of bipolar and unipolar depressions (on the example of discriminant analysis of spectral power, coherence and hemispheric asymmetry). Social’naya i Klinicheskaya Psihiatriya. 2017;2:69-74. (In Russ.).
  18. Clementz BA, Sponheim SR, Iacono WG, et al. Resting EEG in first-episode schizophrenia patients, bipolar psychosis patients, and their first-degree relatives. Psychophysiology. 2004;31:486-494.  https://doi.org/10.1111/j.1469-8986.1994.tb01052.x
  19. David AS, Cutting JC. Affect, affective disorder and schizophrenia. A neuropsychological investigation of right hemisphere function. Br J Psychiatry. 2001;156:491-495.  https://doi.org/10.1192/bjp.156.4.491
  20. Koles ZJ, Lind JC, Flor-Henry P. Spatial patterns in the background EEG underlying mental disease in man. Electroencephalogr Clin Neurophysiol. 2004;5:319-328.  https://doi.org/10.1016/0013-4694(94)90119-8
  21. Small JG, Milstein V, Malloy FW, et al. Clinical and quantitative EEG studies of mania. J Affect Disord. 2000;53:217-224.  https://doi.org/10.1016/s0165-0327(98)00124-4
  22. Pettigrew JD, Miller SM. A ‘sticky’ interhemispheric switch in bipolar disorder? Proc Biol Sci. 2001;265:2141-2148. https://doi.org/10.1098/rspb.1998.0551
  23. Spironelli C, Fusina F, Bortolomasi M, et al. EEG Frontal Asymmetry in Dysthymia, Major Depressive Disorder and Euthymic Bipolar Disorder. Symmetry. 2021;13:2414. https://doi.org/10.3390/sym13122414
  24. Lieber AL, Prichep LS. Diagnosis and subtyping of depressive disorders by quantitative electroencephalography: I. Discriminant analysis of selected variables in untreated depressives. Hillside J Clin Psychiatry. 2001;10(1):71-83. 
  25. Tas C, Cebi M, Tan O, et al. EEG power, cordance and coherence differences between unipolar and bipolar depression. J Affect Disord. 2015;172:184-190.  https://doi.org/10.1016/j.jad.2014.10.001
  26. Lapin IA. Features of coherent EEG characteristics in depressive disorders with different leading affect. Social’naya i Klinicheskaya Psihiatriya. 2014;2:11-17. (In Russ.).
  27. Galkin SA, Ryazantseva UV, Simutkin GG, et al. Possible neurophysiological markers for differential diagnosis of bipolar and unipolar affective disorders. Sibirskij Vestnik Psihiatrii i Narkologii. 2021;4:14-21. (In Russ.). https://doi.org/10.26617/1810-3111-2021-4(113)-14-21
  28. Kopecek M, Tislerova B, Sos P, et al. QEEG changes during switch from depression to hypomania/mania: a case report. Neuro Endocrinol Lett. 2008;3:295-302. 
  29. Koller-Schlaud K, Ströhle A, Bärwolf E, et al. EEG Frontal Asymmetry and Theta Power in Unipolar and Bipolar Depression. J Affect Disord. 2020;276:501-510.  https://doi.org/10.1016/j.jad.2020.07.011
  30. Zhong BL, Xu YM, Xie WX, et al. Can P300 aid in the differential diagnosis of unipolar disorder versus bipolar disorder depression? A meta-analysis of comparative studies. J Affect Disord. 2019;245:219-227.  https://doi.org/10.1016/j.jad.2018.11.010
  31. Barreiros AR, Breukelaar IA, Chen W, et al. Neurophysiological markers of attention distinguish bipolar disorder and unipolar depression. J Affect Disord. 2020;274:411-419.  https://doi.org/10.1016/j.jad.2020.05.048
  32. Kim S, Baek JH, Shim SH, et al. Mismatch negativity indices and functional outcomes in unipolar and bipolar depression. Sci Rep. 2020;1:12831. https://doi.org/10.1038/s41598-020-69776-4
  33. Muir WJ, St Clair DM, Blackwood DH. Long-latency auditory event-related potentials in schizophrenia and in bipolar and unipolar affective disorder. Psychol Med. 2001;21:867-879. 
  34. Souza VB, Muir WJ, Walker MT, et al. Auditory P300 event-related potentials and neuropsychological performance in schizophrenia and bipolar affective disorder. Biol Psychiatry. 2000;5:300-310.  https://doi.org/10.1016/0006-3223(94)00131-L
  35. O’Donnell BF, Vohs JL, Hetrick WP, et al. Auditory event-related potential abnormalities in bipolar disorder and schizophrenia. Int J Psychophysiol. 2004;1:45-55.  https://doi.org/10.1016/j.ijpsycho.2004.02.001
  36. Hall MH, Rijsdijk F, Kalidindi S, et al. Genetic overlap between bipolar illness and event-related potentials. Psychol Med. 2007;5:667-678.  https://doi.org/10.1017/S003329170600972X
  37. Demirer RM, Kesebir S. The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate. Sci Rep. 2021;1:11888. https://doi.org/10.1038/s41598-021-91350-9
  38. Kesebir S, Yosmaoğlu A. QEEG in affective disorder: about to be a biomarker, endophenotype and predictor of treatment response. Heliyon. 2018;8:e00741. https://doi.org/10.1016/j.heliyon.2018.e00741
  39. Murik SE. On the possibility of omegoelectroencephalography in assessing the functional and metabolic state of the nervous tissue of the brain during hyperventilation. Byulleten’ Sibirskoj Mediciny. 2019;2:127-145. (In Russ.). https://doi.org/10.20538/1682-0363-2019-2-127-145
  40. Galkin SA, Roshchina OV, Kisel NI, et al. Clinical and electrophysiological parameters of alcohol dependence and its comorbidity with affective disorders. Zhurnal Nevrologii i Psikhiatrii im. S.S. Korsakova. 2020;10:56-59. (In Russ.). https://doi.org/10.17116/jnevro202012010156
  41. Nusslock R, Shackman AJ, McMenamin BW, et al. Comorbid anxiety moderates the relationship between depression history and prefrontal EEG asymmetry. Psychophysiology. 2018;1:10.  https://doi.org/10.1111/psyp.12953

Email Confirmation

An email was sent to test@gmail.com with a confirmation link. Follow the link from the letter to complete the registration on the site.

Email Confirmation

We use cооkies to improve the performance of the site. By staying on our site, you agree to the terms of use of cооkies. To view our Privacy and Cookie Policy, please. click here.