Functional connectivity and temporal variability of brain connections in adults with attention deficit/hyperactivity disorder and bipolar disorder

Neuropsychobiology

Volumn 69, Issue 2, 2014, Pages 65-75

  Barttfeld, Pablo ^b   Petroni, Agustín ^b,d   Báez, Sandra ^a   Urquina, Hugo ^a   Sigman, Mariano ^b   Cetkovich, Marcelo ^a   Torralva, Teresa ^a   Torrente, Fernando ^a   Lischinsky, Alicia ^a   Castellanos, Xavier ^e   Manes, Facundo ^a   Ibañez, Agustín ^a,c,d,f  

^a FAVALORO UNIVERSITY   (Argentina)

^b UNIVERSIDAD DE BUENOS AIRES   (Argentina)

^c Facultad de Ciencias Naturales e Instituto M Lillo   (Argentina)

^d UNIVERSIDAD DIEGO PORTALES   (Chile)

^e NEW YORK UNIVERSITY CHILD STUDY CENTER   (United States)

^f UNIVERSIDAD AUTÓNOMA DEL CARIBE   (Colombia)

Author keywords

Attention deficit hyperactivity disorder; Bipolar disorder; Electroencephalography; Functional connectivity; Intrinsic variability

Indexed keywords

ADULT; AMNESIA; ANXIETY; ARTICLE; ATTENTION DEFICIT DISORDER; BIPOLAR DISORDER; BRAIN FUNCTION; BRAIN FUNCTIONAL CONNECTIVITY; BRAIN VARIABILITY; CLINICAL ARTICLE; CLINICAL ASSESSMENT; CLINICAL EVALUATION; CONTROLLED STUDY; DEPRESSION; DISEASE ASSOCIATION; EDUCATIONAL STATUS; ELECTROENCEPHALOGRAPHY; EXECUTIVE FUNCTION; FEMALE; FRONTAL LOBE; HUMAN; HYPERACTIVITY; IMPULSIVENESS; MALE; NEUROPSYCHOLOGICAL TEST; PRIORITY JOURNAL; BRAIN; COGNITIVE DEFECT; MIDDLE AGED; MULTIVARIATE ANALYSIS; NERVE TRACT; PATHOPHYSIOLOGY; PHYSIOLOGY; PSYCHOLOGY; REST; TIME; COMPARATIVE STUDY; ELECTROENCEPHALOGRAM; FUNCTIONAL CONNECTIVITY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; NEUROLOGIC EXAMINATION; TEMPORAL VARIABILITY;

ADULT; ANXIETY; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; BIPOLAR DISORDER; BRAIN; COGNITION DISORDERS; DEPRESSION; ELECTROENCEPHALOGRAPHY; HUMANS; IMPULSIVE BEHAVIOR; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; NEURAL PATHWAYS; NEUROPSYCHOLOGICAL TESTS; REST; TIME FACTORS;

EID: 84895620573     PISSN: 0302282X     EISSN: 14230224     Source Type: Journal    
DOI: 10.1159/000356964     Document Type: Article

References (56)

1. Chang KD: Course and impact of bipolar disorder in young patients. J Clin Psychiatry 2010; 71:e05.
2. Klassen LJ, Katzman MA, Chokka P: Adult ADHD and its comorbidities, with a focus on bipolar disorder. J Affect Disord 2010; 124: 1-8.
3. Wingo AP, Ghaemi SN: A systematic review of rates and diagnostic validity of comorbid adult attention-deficit/hyperactivity disorder and bipolar disorder. J Clin Psychiatry 2007; 68: 1776-1784. (Pubitemid 350247508)
4. Ibanez A, Cetkovich M, Petroni A, Urquina H, Baez S, Gonzalez-Gadea ML, Kamienkowski JE, Torralva T, Torrente F, Strejilevich S, Teitelbaum J, Hurtado E, Guex R, Melloni M, Lischinsky A, Sigman M, Manes F: The neural basis of decision-making and reward processing in adults with euthymic bipolar disorder or attention-deficit/hyperactivity disorder (ADHD). PLoS One 2012; 7: e37306.
5. Torralva T, Gleichgerrcht E, Torrente F, Roca M, Strejilevich SA, Cetkovich M, Lischinsky A, Manes F: Neuropsychological functioning in adult bipolar disorder and ADHD patients: a comparative study. Psychiatry Res 2011; 186: 261-266.
6. Ibanez A, Aguado J, Baez S, Huepe D, Lopez V, Ortega R, Sigman M, Mikulan E, Lischinsky A, Torrente F, Cetkovich M, Torralva T, Bekinschtein T, Manes F: From neural signatures of emotional modulation to social cognition: individual differences in healthy volunteers and psychiatric participants. Soc Cogn Affect Neurosci, Epub ahead of print.
7. Raichle ME: Neuroscience. The brain's dark energy. Science 2006; 314: 1249-1250.
8. Raichle ME, Snyder AZ: A default mode of brain function: a brief history of an evolving idea. Neuroimage 2007; 37: 1083-1090; discussion 1087-1089. (Pubitemid 47385262)
9. Fox MD, Zhang D, Snyder AZ, Raichle ME: The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 2009; 101: 3270-3283.
10. Eryilmaz H, Van De Ville D, Schwartz S, Vuilleumier P: Impact of transient emotions on functional connectivity during subsequent resting state: a wavelet correlation approach. Neuroimage 2011; 54: 2481-2491.
11. Tau GZ, Peterson BS: Normal development of brain circuits. Neuropsychopharmacology 2010; 35: 147-168.
12. Bush G: Attention-deficit/hyperactivity disorder and attention networks. Neuropsychopharmacology 2010; 35: 278-300.
13. Sonuga-Barke EJ, Castellanos FX: Spontaneous attentional fluctuations in impaired states and pathological conditions: a neurobiological hypothesis. Neurosci Biobehav Rev 2007; 31: 977-986. (Pubitemid 47332617)
14. Broyd SJ, Demanuele C, Debener S, Helps SK, James CJ, Sonuga-Barke EJ: Default-mode brain dysfunction in mental disorders: a systematic review. Neurosci Biobehav Rev 2009; 33: 279-296.
15. Wessa M, Houenou J, Paillere-Martinot ML, Berthoz S, Artiges E, Leboyer M, Martinot JL: Fronto-striatal overactivation in euthymic bipolar patients during an emotional go/nogo task. Am J Psychiatry 2007; 164: 638-646. (Pubitemid 46650196)
16. Palaniyappan L, Cousins DA: Brain networks: foundations and futures in bipolar disorder. J Ment Health 2010; 19: 157-167.
17. Kapczinski F, Dal-Pizzol F, Teixeira AL, Magalhaes PV, Kauer-Sant'Anna M, Klamt F, Moreira JC, de Bittencourt Pasquali MA, Fries GR, Quevedo J, Gama CS, Post R: Peripheral biomarkers and illness activity in bipolar disorder. J Psychiatr Res 2011; 45: 156-161.
18. Kapczinski F, Frey BN, Kauer-Sant'Anna M, Grassi-Oliveira R: Brain-derived neurotrophic factor and neuroplasticity in bipolar disorder. Expert Rev Neurother 2008; 8: 1101-1113. (Pubitemid 351962077)
19. El-Badri SM, Ashton CH, Moore PB, Marsh VR, Ferrier IN: Electrophysiological and cognitive function in young euthymic patients with bipolar affective disorder. Bipolar Disord 2001; 3: 79-87. (Pubitemid 32492595)
20. Ozerdem A, Guntekin B, Saatci E, Tunca Z, Basar E: Disturbance in long distance gamma coherence in bipolar disorder. Prog Neuropsychopharmacol Biol Psychiatry 2010; 34: 861-865.
21. Ozerdem A, Kocaaslan S, Tunca Z, Basar E: Event related oscillations in euthymic patients with bipolar disorder. Neurosci Lett 2008; 444: 5-10.
22. Blumberg HP, Stern E, Ricketts S, Martinez D, de Asis J, White T, Epstein J, Isenberg N, Mc-Bride PA, Kemperman I, Emmerich S, Dhawan V, Eidelberg D, Kocsis JH, Silbersweig DA: Rostral and orbital prefrontal cortex dysfunction in the manic state of bipolar disorder. Am J Psychiatry 1999; 156: 1986-1988.
23. Ongur D, Lundy M, Greenhouse I, Shinn AK, Menon V, Cohen BM, Renshaw PF: Default mode network abnormalities in bipolar disorder and schizophrenia. Psychiatry Res 2010; 183: 59-68.
24. Chen AC, Feng W, Zhao H, Yin Y, Wang P: EEG default mode network in the human brain: spectral regional field powers. Neuroimage 2008; 41: 561-574.
25. Hlinka J, Alexakis C, Diukova A, Liddle PF, Auer DP: Slow EEG pattern predicts reduced intrinsic functional connectivity in the default mode network: an inter-subject analysis. Neuroimage 2010; 53: 239-246.
26. He BJ, Raichle ME: The fMRI signal, slow cortical potential and consciousness. Trends Cogn Sci 2009; 13: 302-309.
27. He BJ, Zempel JM, Snyder AZ, Raichle ME: The temporal structures and functional significance of scale-free brain activity. Neuron 2010; 66: 353-369.
28. Ibanez A, Petroni A, Urquina H, Torrente F, Torralva T, Hurtado E, Guex R, Blenkmann A, Beltrachini L, Muravchik C, Baez S, Cetkovich M, Sigman M, Lischinsky A, Manes F: Cortical deficits of emotional face processing in adults with ADHD: its relation to social cognition and executive function. Soc Neurosci 2011; 6: 464-481.
29. Torralva T, Strejilevich S, Gleichgerrcht E, Roca M, Martino D, Cetkovich M, Manes F: Deficits in tasks of executive functioning that mimic real-life scenarios in bipolar disorder. Bipolar Disord 2012; 14: 118-125.
30. Ibanez A, Manes F: Contextual social cognition and the behavioral variant of frontotemporal dementia. Neurology 2012; 78: 1354-1362.
31. Baez S, Herrera E, Villarin L, Theil D, Gonzalez-Gadea ML, Gomez P, Mosquera M, Huepe D, Strejilevich S, Vigliecca NS, Matthaus F, Decety J, Manes F, Ibanez AM: Contextual social cognition impairments in schizophrenia and bipolar disorder. PLoS One 2013; 8: e57664.
32. Ibanez A, Urquina H, Petroni A, Baez S, Lopez V, do Nascimento M, Herrera E, Guex R, Hurtado E, Blenkmann A, Beltrachini L, Gelormini C, Sigman M, Lischinsky A, Torralva T, Torrente F, Cetkovich M, Manes F: Neural processing of emotional facial and semantic expressions in euthymic bipolar disorder (BD) and its association with theory of mind (ToM). PLoS One 2012; 7:e46877.
33. Delorme A, Makeig S: Eeglab: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 2004; 134: 9-21. (Pubitemid 38224183)
34. Montez T, Linkenkaer-Hansen K, van Dijk BW, Stam CJ: Synchronization likelihood with explicit time-frequency priors. Neuroimage 2006; 33: 1117-1125. (Pubitemid 44708784)
35. Barttfeld P, Wicker B, Cukier S, Navarta S, Lew S, Sigman M: A big-world network in ASD: dynamical connectivity analysis reflects a deficit in long-range connections and an excess of short-range connections. Neuropsychologia 2011; 49: 254-263.
36. Barttfeld P, Wicker B, Cukier S, Navarta S, Lew S, Leiguarda R, Sigman M: State-dependent changes of connectivity patterns and functional brain network topology in autism spectrum disorder. Neuropsychologia 2012; 50: 3653-3662.
37. Gallos LK, Barttfeld P, Havlin S, Sigman M, Makse HA: Collective behavior in the spatial spreading of obesity. Sci Rep 2012; 2: 454.
38. Gallos LK, Makse HA, Sigman M: A small world of weak ties provides optimal global integration of self-similar modules in functional brain networks. Proc Natl Acad Sci USA 2012; 109: 2825-2830.
39. Gallos LK, Sigman M, Makse HA: The conundrum of functional brain networks: smallworld efficiency or fractal modularity. Front Physiol 2012; 3: 123.
40. Barttfeld P, Amoruso L, Ais J, Cukier S, Bavassi L, Tomio A, Manes F, Ibanez A, Sigman M: Organization of brain networks governed by long-range connections index autistic traits in the general population. J Neurodev Disord 2013; 5: 16.
41. Rubinov M, Sporns O: Complex network measures of brain connectivity: uses and interpretations. Neuroimage 2010; 52: 1059-1069.
42. Couto B, Manes F, Montanes P, Matallana D, Reyes P, Velasquez M, Yoris A, Baez S, Ibanez A: Structural neuroimaging of social cognition in progressive non-fluent aphasia and behavioral variant of frontotemporal dementia. Front Hum Neurosci 2013; 7: 467.
43. Stam CJ, Reijneveld JC: Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 2007; 1: 3.
44. Murias M, Swanson JM, Srinivasan R: Functional connectivity of frontal cortex in healthy and ADHD children reflected in EEG coherence. Cereb Cortex 2007; 17: 1788-1799. (Pubitemid 47216497)
45. Zylberberg A, Ouellette B, Sigman M, Roelfsema PR: Decision making during the psychological refractory period. Curr Biol 2012; 22: 1795-1799.
46. Sigman M, Dehaene S: Brain mechanisms of serial and parallel processing during dualtask performance. J Neurosci 2008; 28: 7585-7598.
47. Dehaene S, Sigman M: From a single decision to a multi-step algorithm. Curr Opin Neurobiol 2012; 22: 937-945.
48. Balsters JH, O'Connell RG, Martin MP, Galli A, Cassidy SM, Kilcullen SM, Delmonte S, Brennan S, Meaney JF, Fagan AJ, Bokde AL, Upton N, Lai R, Laruelle M, Lawlor B, Robertson IH: Donepezil impairs memory in healthy older subjects: behavioural, EEG and simultaneous EEG/fMRI biomarkers. PLoS One 2011; 6: e24126.
49. Malloy-Diniz L, Fuentes D, Leite WB, Correa H, Bechara A: Impulsive behavior in adults with attention deficit/hyperactivity disorder: characterization of attentional, motor and cognitive impulsiveness. J Int Neuropsychol Soc 2007; 13: 693-698. (Pubitemid 350017943)
50. Gonzalez-Gadea ML, Baez S, Torralva T, Castellanos FX, Rattazzi A, Bein V, Rogg K, Manes F, Ibanez A: Cognitive variability in adults with ADHD and AS: disentangling the roles of executive functions and social cognition. Res Dev Disabil 2013; 34: 817-830.
51. Castellanos FX, Sonuga-Barke EJ, Milham MP, Tannock R: Characterizing cognition in ADHD: beyond executive dysfunction. Trends Cogn Sci 2006; 10: 117-123.
52. Castellanos FX, Kelly C, Milham MP: The restless brain: attention-deficit hyperactivity disorder, resting-state functional connectivity, and intrasubject variability. Can J Psychiatry 2009; 54: 665-672.
53. Greicius MD, Flores BH, Menon V, Glover GH, Solvason HB, Kenna H, Reiss AL, Schatzberg AF: Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol Psychiatry 2007; 62: 429-437. (Pubitemid 47284017)
54. Taylor CT, Hirshfeld-Becker DR, Ostacher MJ, Chow CW, LeBeau RT, Pollack MH, Nierenberg AA, Simon NM: Anxiety is associated with impulsivity in bipolar disorder. J Anxiety Disord 2008; 22: 868-876. (Pubitemid 351636218)
55. Liao W, Chen H, Feng Y, Mantini D, Gentili C, Pan Z, Ding J, Duan X, Qiu C, Lui S, Gong Q, Zhang W: Selective aberrant functional connectivity of resting state networks in social anxiety disorder. Neuroimage 2010; 52: 1549-1558.
56. Grande I, Fries GR, Kunz M, Kapczinski F: The role of BDNF as a mediator of neuroplasticity in bipolar disorder. Psychiatry Investig 2010; 7: 243-250.