Hostname: page-component-cd9895bd7-gvvz8 Total loading time: 0 Render date: 2024-12-25T19:46:20.924Z Has data issue: false hasContentIssue false

Failure of activation of striatum during the performance of executive function tasks in adult patients with bipolar disorder

Published online by Cambridge University Press:  02 April 2019

Fangfang Tian
Affiliation:
Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, China
Wei Diao
Affiliation:
Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, China
Xun Yang
Affiliation:
School of Public Affairs, Chongqing University, Chongqing400044, China
Xiuli Wang
Affiliation:
Department of Clinical Psychology, the Fourth People's Hospital of Chengdu, Chengdu, China
Neil Roberts
Affiliation:
Edinburgh Imaging Facility, Queens Medical Research Institute, University of Edinburgh, Edinburgh, UK
Can Feng
Affiliation:
Department of Clinical Psychology, the Fourth People's Hospital of Chengdu, Chengdu, China
Zhiyun Jia*
Affiliation:
Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, China
*
Author for correspondence: Zhiyun Jia, E-mail: zhiyunjia@hotmail.com

Abstract

Background

Although numerous studies have used functional neuroimaging to identify executive dysfunction in patients with bipolar disorder (BD), the findings are not consistent. The aim of this meta-analysis is to identify the most reliable functional anomalies in BD patients during performance of Executive Function (EF) tasks.

Methods

A web-based search was performed on publication databases to identify functional magnetic resonance imaging studies of BD patients performing EF tasks and a voxel-based meta-analytic method known as anisotropic Effect Size Signed Differential Mapping (ES-SDM) was used to identify brain regions which showed anomalous activity in BD patients compared with healthy controls (HC).

Results

Twenty datasets consisting of 463 BD patients and 484 HC were included. Compared with HC, BD patients showed significant hypo-activation or failure of activation in the left striatum (p = 0.00007), supplementary motor area (BA 6, p = 0.00037), precentral gyrus (BA 6, p = 0.0014) and cerebellum (BA 37, p = 0.0019), and hyper-activation in the left gyrus rectus (BA 11, p ≈ 0) and right middle temporal gyrus (BA 22, p = 0.00031) during performance of EF tasks. Sensitivity and subgroup analyses showed that the anomaly of left striatum is consistent across studies and present in both euthymic and BD I patients.

Conclusions

Patients with BD consistently showed abnormal activation in the cortico-striatal system during performance of EF tasks compared with HC. Failure of activation of the striatum may be a reliable marker for impairment in performance of especially inhibition tasks by patients with BD.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2019

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

*

These authors contributed equally to this work

References

Abe, C, Rolstad, S, Petrovic, P, Ekman, CJ, Sparding, T, Ingvar, M and Landen, M (2018) Bipolar disorder type I and II show distinct relationships between cortical thickness and executive function. Acta Psychiatrica Scandinavica 138, 325335.CrossRefGoogle ScholarPubMed
Adler, CM, Holland, SK, Schmithorst, V, Tuchfarber, MJ and Strakowski, SM (2004) Changes in neuronal activation in patients with bipolar disorder during performance of a working memory task. Bipolar Disorders 6, 540549.CrossRefGoogle ScholarPubMed
Alexander, WH and Brown, JW (2010) Computational models of performance monitoring and cognitive control. Topics in Cognitive Science 2, 658677.CrossRefGoogle ScholarPubMed
Altshuler, LL, Bookheimer, SY, Townsend, J, Proenza, MA, Eisenberger, N, Sabb, F, Mintz, J and Cohen, MS (2005) Blunted activation in orbitofrontal cortex during mania: a functional magnetic resonance imaging study. Biological Psychiatry 58, 763769.CrossRefGoogle ScholarPubMed
Altshuler, L, Tekell, J, Biswas, K, Kilbourne, AM, Evans, D, Tang, D and Bauer, MS (2007) Executive function and employment status among veterans with bipolar disorder. Psychiatric Services 58, 14411447.CrossRefGoogle ScholarPubMed
Alustiza, I, Radua, J, Pla, M, Martin, R and Ortuno, F (2017) Meta-analysis of functional magnetic resonance imaging studies of timing and cognitive control in schizophrenia and bipolar disorder: evidence of a primary time deficit. Schizophrenia Research 188, 2132.CrossRefGoogle ScholarPubMed
Anand, A, Barkay, G, Dzemidzic, M, Albrecht, D, Karne, H, Zheng, QH, Hutchins, GD, Normandin, MD and Yoder, KK (2011) Striatal dopamine transporter availability in unmedicated bipolar disorder. Bipolar Disorders 13, 406413.CrossRefGoogle ScholarPubMed
Anderson, IM, Haddad, PM and Scott, J (2012) Bipolar disorder. BMJ 345, e8508.CrossRefGoogle ScholarPubMed
Aron, AR, Schlaghecken, F, Fletcher, PC, Bullmore, ET, Eimer, M, Barker, R, Sahakian, BJ and Robbins, TW (2003) Inhibition of subliminally primed responses is mediated by the caudate and thalamus: evidence from functional MRI and Huntington's disease. Brain 126, 713723.CrossRefGoogle ScholarPubMed
Aron, AR, Robbins, TW and Poldrack, RA (2004) Inhibition and the right inferior frontal cortex. Trends in Cognitive Sciences 8, 170177.CrossRefGoogle ScholarPubMed
Arts, B, Jabben, N, Krabbendam, L and van Os, J (2008) Meta-analyses of cognitive functioning in euthymic bipolar patients and their first-degree relatives. Psychological Medicine 38, 771785.CrossRefGoogle ScholarPubMed
Badcock, JC, Michiel, PT and Rock, D (2005) Spatial working memory and planning ability: contrasts between schizophrenia and bipolar I disorder. Cortex 41, 753763.CrossRefGoogle ScholarPubMed
Barbey, AK, Koenigs, M and Grafman, J (2013) Dorsolateral prefrontal contributions to human working memory. Cortex 49, 11951205.CrossRefGoogle ScholarPubMed
Barbosa, IG, Rocha, NP, Huguet, RB, Ferreira, RA, Salgado, JV, Carvalho, LA, Pariante, CM and Teixeira, AL (2012) Executive dysfunction in euthymic bipolar disorder patients and its association with plasma biomarkers. Journal of Affective Disorders 137, 151155.CrossRefGoogle ScholarPubMed
Bertocci, MA, Bebko, GM, Mullin, BC, Langenecker, SA, Ladouceur, CD, Almeida, JR and Phillips, ML (2012) Abnormal anterior cingulate cortical activity during emotional n-back task performance distinguishes bipolar from unipolar depressed females. Psychological Medicine 42, 14171428.CrossRefGoogle ScholarPubMed
Blumberg, HP, Martin, A, Kaufman, J, Leung, HC, Skudlarski, P, Lacadie, C, Fulbright, RK, Gore, JC, Charney, DS, Krystal, JH and Peterson, BS (2003) Frontostriatal abnormalities in adolescents with bipolar disorder: preliminary observations from functional MRI. American Journal of Psychiatry 160, 13451347.CrossRefGoogle ScholarPubMed
Boehringer, A, Macher, K, Dukart, J, Villringer, A and Pleger, B (2013) Cerebellar transcranial direct current stimulation modulates verbal working memory. Brain Stimulation 6, 649653.CrossRefGoogle ScholarPubMed
Bonnin, CM, Sanchez-Moreno, J, Martinez-Aran, A, Sole, B, Reinares, M, Rosa, AR, Goikolea, JM, Benabarre, A, Ayuso-Mateos, JL, Ferrer, M, Vieta, E and Torrent, C (2012) Subthreshold symptoms in bipolar disorder: impact on neurocognition, quality of life and disability. Journal of Affective Disorders 136, 650659.CrossRefGoogle ScholarPubMed
Bora, E, Vahip, S, Akdeniz, F, Ilerisoy, H, Aldemir, E and Alkan, M (2008) Executive and verbal working memory dysfunction in first-degree relatives of patients with bipolar disorder. Psychiatry Research 161, 318324.CrossRefGoogle ScholarPubMed
Broyd, SJ, Demanuele, C, Debener, S, Helps, SK, James, CJ and Sonuga-Barke, EJS (2009) Default-mode brain dysfunction in mental disorders: a systematic review. Neuroscience and Biobehavioral Reviews 33, 279296.CrossRefGoogle ScholarPubMed
Brunoni, AR and Vanderhasselt, MA (2014) Working memory improvement with non-invasive brain stimulation of the dorsolateral prefrontal cortex: a systematic review and meta-analysis. Brain and Cognition 86, 19.CrossRefGoogle ScholarPubMed
Button, KS, Ioannidis, JP, Mokrysz, C, Nosek, BA, Flint, J, Robinson, ES and Munafo, MR (2013) Power failure: why small sample size undermines the reliability of neuroscience. Nature Reviews Neuroscience 14, 365376.CrossRefGoogle ScholarPubMed
Chantiluke, K, Halari, R, Simic, M, Pariante, CM, Papadopoulos, A, Giampietro, V and Rubia, K (2012) Fronto-striato-cerebellar dysregulation in adolescents with depression during motivated attention. Biological Psychiatry 71, 5967.CrossRefGoogle ScholarPubMed
Chen, CH, Suckling, J, Lennox, BR, Ooi, C and Bullmore, ET (2011) A quantitative meta-analysis of fMRI studies in bipolar disorder. Bipolar Disorders 13, 115.CrossRefGoogle ScholarPubMed
Chevrier, AD, Noseworthy, MD and Schachar, R (2007) Dissociation of response inhibition and performance monitoring in the stop signal task using event-related fMRI. Human Brain Mapping 28, 13471358.CrossRefGoogle ScholarPubMed
Cui, D, Gao, W, Jiao, Q, Cao, W, Qi, R, Guo, Y, Chen, F, Lu, D, Xiao, Q, Su, L and Lu, G (2016) Abnormal resting-state regional homogeneity relates to cognitive dysfunction in manic bipolar disorder adolescents: an fMRI study. Journal of Medical Imaging and Health Informatics 6, 16731678.CrossRefGoogle Scholar
Curtis, CE and D'Esposito, M (2003) Persistent activity in the prefrontal cortex during working memory. Trends in Cognitive Science 7, 415423.CrossRefGoogle ScholarPubMed
Diamond, A (2013) Executive functions. Annual Review of Psychology 64, 135168.CrossRefGoogle ScholarPubMed
Dickinson, T, Becerra, R and Coombes, J (2017) Executive functioning deficits among adults with bipolar disorder (types I and II): a systematic review and meta-analysis. Journal of Affective Disorders 218, 407427.CrossRefGoogle ScholarPubMed
Eagle, DM and Robbins, TW (2003) Inhibitory control in rats performing a stop-signal reaction-time task: effects of lesions of the medial striatum and d-amphetamine. Behavioraln Neuroscience 117, 13021317.CrossRefGoogle ScholarPubMed
Egger, M, Davey Smith, G, Schneider, M and Minder, C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315, 629634.CrossRefGoogle ScholarPubMed
Fernandez-Corcuera, P, Salvador, R, Monte, GC, Salvador Sarro, S, Goikolea, JM, Amann, B, Moro, N, Sans-Sansa, B, Ortiz-Gil, J, Vieta, E, Maristany, T, McKenna, PJ and Pomarol-Clotet, E (2013) Bipolar depressed patients show both failure to activate and failure to de-activate during performance of a working memory task. Journal of Affective Disorders 148, 170178.CrossRefGoogle ScholarPubMed
Ferrier, IN, Stanton, BR, Kelly, TP and Scott, J (1999) Neuropsychological function in euthymic patients with bipolar disorder. British Journal of Psychiatry 175, 246251.CrossRefGoogle ScholarPubMed
Filip, P, Linhartova, P, Hlavata, P, Sumec, R, Balaz, M, Bares, M and Kasparek, T (2018) Disruption of multiple distinctive neural networks associated with impulse control disorder in Parkinson's disease. Frontiers in Human Neuroscience 12, 462.CrossRefGoogle ScholarPubMed
Frangou, S, Donaldson, S, Hadjulis, M, Landau, S and Goldstein, LH (2005) The Maudsley bipolar disorder project: executive dysfunction in bipolar disorder I and its clinical correlates. Biological Psychiatry 58, 859864.CrossRefGoogle ScholarPubMed
Fried, I, Katz, A, McCarthy, G, Sass, KJ, Williamson, P, Spencer, SS and Spencer, DD (1991) Functional organization of human supplementary motor cortex studied by electrical stimulation. Journal of Neuroscience 11, 36563666.CrossRefGoogle ScholarPubMed
Friedman, NP and Miyake, A (2017) Unity and diversity of executive functions: individual differences as a window on cognitive structure. Cortex 86, 186204.CrossRefGoogle ScholarPubMed
Ghahremani, DG, Lee, B, Robertson, CL, Tabibnia, G, Morgan, AT, De Shetler, N, Brown, AK, Monterosso, JR, Aron, AR, Mandelkern, MA, Poldrack, RA and London, ED (2012) Striatal dopamine D(2)/D(3) receptors mediate response inhibition and related activity in frontostriatal neural circuitry in humans. Journal of Neuroscience 32, 73167324.CrossRefGoogle ScholarPubMed
Green, MJ, Cahill, CM and Malhi, GS (2007) The cognitive and neurophysiological basis of emotion dysregulation in bipolar disorder. Journal of Affective Disorders 103, 2942.CrossRefGoogle ScholarPubMed
Groman, SM, Morales, AM, Lee, B, London, ED and Jentsch, JD (2013) Methamphetamine-induced increases in putamen gray matter associate with inhibitory control. Psychopharmacology 229, 527538.CrossRefGoogle ScholarPubMed
Gruber, O, Tost, H, Henseler, I, Schmael, C, Scherk, H, Ende, G, Ruf, M, Falkai, P and Rietschel, M (2010) Pathological amygdala activation during working memory performance: evidence for a pathophysiological trait marker in bipolar affective disorder. Human Brain Mapping 31, 115125.Google ScholarPubMed
Gunning-Dixon, FM, Murphy, CF, Alexopoulos, GS, Majcher-Tascio, M and Young, RC (2008) Executive dysfunction in elderly bipolar manic patients. American Journal of Geriatric Psychiatry 16, 506512.CrossRefGoogle ScholarPubMed
Hajek, T, Alda, M, Hajek, E and Ivanoff, J (2013) Functional neuroanatomy of response inhibition in bipolar disorders – combined voxel based and cognitive performance meta-analysis. Journal of Psychiatric Research 47, 19551966.CrossRefGoogle ScholarPubMed
Hamilton, LS, Altshuler, LL, Townsend, J, Bookheimer, SY, Phillips, OR, Fischer, J, Woods, RP, Mazziotta, JC, Toga, AW, Nuechterlein, KH and Narr, KL (2009) Alterations in functional activation in euthymic bipolar disorder and schizophrenia during a working memory task. Human Brain Mapping 30, 39583969.CrossRefGoogle ScholarPubMed
Han, JW, Han, DH, Bolo, N, Kim, B, Kim, BN and Renshaw, PF (2015) Differences in functional connectivity between alcohol dependence and internet gaming disorder. Addictive Behaviors 41, 1219.CrossRefGoogle ScholarPubMed
Hanakawa, T (2011) Rostral premotor cortex as a gateway between motor and cognitive networks. Neuroscience Research 70, 144154.CrossRefGoogle ScholarPubMed
Happaney, K, Zelazo, PD and Stuss, DT (2004) Development of orbitofrontal function: current themes and future directions. Brain and Cognition 55, 110.CrossRefGoogle ScholarPubMed
Honey, GD, Sharma, T, Suckling, J, Giampietro, V, Soni, W, Williams, SC and Bullmore, ET (2003) The functional neuroanatomy of schizophrenic subsyndromes. Psychological Medicine 33, 10071018.CrossRefGoogle ScholarPubMed
Hough, CM, Luks, TL, Lai, K, Vigil, O, Guillory, S, Nongpiur, A, Fekri, SM, Kupferman, E, Mathalon, DH and Mathews, CA (2016) Comparison of brain activation patterns during executive function tasks in hoarding disorder and non-hoarding OCD. Psychiatry Research 255, 5059.CrossRefGoogle ScholarPubMed
Hsiao, YL, Wu, YS, Wu, JY, Hsu, MH, Chen, HC, Lee, SY, Lee, IH, Yeh, TL, Yang, YK, Ko, HC and Lu, RB (2009) Neuropsychological functions in patients with bipolar I and bipolar II disorder. Bipolar Disorders 11, 547554.CrossRefGoogle ScholarPubMed
Jogia, J, Dima, D, Kumari, V and Frangou, S (2012) Frontopolar cortical inefficiency may underpin reward and working memory dysfunction in bipolar disorder. World Journal of Biological Psychiatry 13, 605615.CrossRefGoogle ScholarPubMed
Jorgensen, KN, Nerland, S, Norbom, LB, Doan, NT, Nesvag, R, Morch-Johnsen, L, Haukvik, UK, Melle, I, Andreassen, OA, Westlye, LT and Agartz, I (2016) Increased MRI-based cortical grey/white-matter contrast in sensory and motor regions in schizophrenia and bipolar disorder. Psychological Medicine 46, 19711985.CrossRefGoogle ScholarPubMed
Joshi, SH, Vizueta, N, Foland-Ross, L, Townsend, JD, Bookheimer, SY, Thompson, PM, Narr, KL and Altshuler, LL (2016) Relationships between altered functional magnetic resonance imaging activation and cortical thickness in patients with euthymic bipolar I disorder. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging 1, 507517.CrossRefGoogle ScholarPubMed
Kaladjian, A, Jeanningros, R, Azorin, JM, Nazarian, B, Roth, M and Mazzola-Pomietto, P (2009) Reduced brain activation in euthymic bipolar patients during response inhibition: an event-related fMRI study. Psychiatry Research 173, 4551.CrossRefGoogle ScholarPubMed
Kessler, RC, Petukhova, M, Sampson, NA, Zaslavsky, AM and Wittchen, HU (2012) Twelve-month and lifetime prevalence and lifetime morbid risk of anxiety and mood disorders in the United States. International Journal of Methods in Psychiatric Research 21, 169184.CrossRefGoogle ScholarPubMed
Kozicky, JM, Ha, TH, Torres, IJ, Bond, DJ, Honer, WG, Lam, RW and Yatham, LN (2013) Relationship between frontostriatal morphology and executive function deficits in bipolar I disorder following a first manic episode: data from the Systematic Treatment Optimization Program for Early Mania (STOP-EM). Bipolar Disorders 15, 657668.CrossRefGoogle Scholar
Kronhaus, DM, Lawrence, NS, Williams, AM, Frangou, S, Brammer, MJ, Williams, SC, Andrew, CM and Phillips, ML (2006) Stroop performance in bipolar disorder: further evidence for abnormalities in the ventral prefrontal cortex. Bipolar Disorders 8, 2839.CrossRefGoogle ScholarPubMed
Lagopoulos, J, Ivanovski, B and Malhi, GS (2007) An event-related functional MRI study of working memory in euthymic bipolar disorder. Journal of Psychiatry and Neuroscience 32, 174184.Google ScholarPubMed
Lai, S, Zhong, S, Liao, X, Wang, Y, Huang, J, Zhang, S, Sun, Y, Zhao, H and Jia, Y (2018) Biochemical abnormalities in basal ganglia and executive dysfunction in acute- and euthymic-episode patients with bipolar disorder: a proton magnetic resonance spectroscopy study. Journal of Affective Disorders 225, 108116.CrossRefGoogle ScholarPubMed
Lancaster, JL, Tordesillas-Gutierrez, D, Martinez, M, Salinas, F, Evans, A, Zilles, K, Mazziotta, JC and Fox, PT (2007) Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template. Human Brain Mapping 28, 11941205.CrossRefGoogle ScholarPubMed
Lesh, TA, Tanase, C, Geib, BR, Niendam, TA, Yoon, JH, Minzenberg, MJ, Ragland, JD, Solomon, M and Carter, CS (2015) A multimodal analysis of antipsychotic effects on brain structure and function in first-episode schizophrenia. JAMA Psychiatry 72, 226234.CrossRefGoogle ScholarPubMed
Li, CT, Hsieh, JC, Wang, SJ, Yang, BH, Bai, YM, Lin, WC, Lan, CC and Su, TP (2012) Differential relations between fronto-limbic metabolism and executive function in patients with remitted bipolar I and bipolar II disorder. Bipolar Disorders 14, 831842.CrossRefGoogle ScholarPubMed
Martinez-Aran, A, Vieta, E, Reinares, M, Colom, F, Torrent, C, Sanchez-Moreno, J, Benabarre, A, Goikolea, JM, Comes, M and Salamero, M (2004) Cognitive function across manic or hypomanic, depressed, and euthymic states in bipolar disorder. American Journal of Psychiatry 161, 262270.CrossRefGoogle ScholarPubMed
Mazzola-Pomietto, P, Kaladjian, A, Azorin, JM, Anton, JL and Jeanningros, R (2009) Bilateral decrease in ventrolateral prefrontal cortex activation during motor response inhibition in mania. Journal of Psychiatric Research 43, 432441.CrossRefGoogle ScholarPubMed
Merikangas, KR, Jin, R, He, JP, Kessler, RC, Lee, S, Sampson, NA, Viana, MC, Andrade, LH, Hu, C, Karam, EG, Ladea, M, Medina-Mora, ME, Ono, Y, Posada-Villa, J, Sagar, R, Wells, JE and Zarkov, Z (2011) Prevalence and correlates of bipolar spectrum disorder in the world mental health survey initiative. Archives of General Psychiatry 68, 241251.CrossRefGoogle ScholarPubMed
Middleton, FA and Strick, PL (2000) Basal ganglia and cerebellar loops: motor and cognitive circuits. Brain Research. Brain Research Reviews 31, 236250.CrossRefGoogle ScholarPubMed
Miller, EK and Cohen, JD (2001) An integrative theory of prefrontal cortex function. Annual Review of Neuroscience 24, 167202.CrossRefGoogle ScholarPubMed
Minzenberg, MJ, Laird, AR, Thelen, S, Carter, CS and Glahn, DC (2009) Meta-analysis of 41 functional neuroimaging studies of executive function in schizophrenia. Archives of General Psychiatry 66, 811822.CrossRefGoogle Scholar
Miyake, A and Friedman, NP (2012) The nature and organization of individual differences in executive functions: four general conclusions. Current Directions in Psychological Science 21, 814.CrossRefGoogle ScholarPubMed
Miyake, A, Friedman, NP, Emerson, MJ, Witzki, AH, Howerter, A and Wager, TD (2000) The unity and diversity of executive functions and their contributions to complex ‘Frontal Lobe’ tasks: a latent variable analysis. Cognitive Psychology 41, 49100.CrossRefGoogle Scholar
Moreno-Lopez, L, Stamatakis, EA, Fernandez-Serrano, MJ, Gomez-Rio, M, Rodriguez-Fernandez, A, Perez-Garcia, M and Verdejo-Garcia, A (2012) Neural correlates of hot and cold executive functions in polysubstance addiction: association between neuropsychological performance and resting brain metabolism as measured by positron emission tomography. Psychiatry Research 203, 214221.CrossRefGoogle ScholarPubMed
Mostofsky, SH, Schafer, JG, Abrams, MT, Goldberg, MC, Flower, AA, Boyce, A, Courtney, SM, Calhoun, VD, Kraut, MA, Denckla, MB and Pekar, JJ (2003) fMRI evidence that the neural basis of response inhibition is task-dependent. Brain Research. Cognitive Brain Research 17, 419430.CrossRefGoogle ScholarPubMed
Muller, VI, Cieslik, EC, Laird, AR, Fox, PT, Radua, J, Mataix-Cols, D, Tench, CR, Yarkoni, T, Nichols, TE, Turkeltaub, PE, Wager, TD and Eickhoff, SB (2018) Ten simple rules for neuroimaging meta-analysis. Neuroscience and Biobehavioral Reviews 84, 151161.CrossRefGoogle ScholarPubMed
Nakayama, Y, Yamagata, T and Hoshi, E (2016) Rostrocaudal functional gradient among the pre-dorsal premotor cortex, dorsal premotor cortex and primary motor cortex in goal-directed motor behaviour. European Journal of Neuroscience 43, 15691589.CrossRefGoogle ScholarPubMed
Niendam, TA, Laird, AR, Ray, KL, Dean, YM, Glahn, DC and Carter, CS (2012) Meta-analytic evidence for a superordinate cognitive control network subserving diverse executive functions. Cognitive, Affective and Behavioral Neuroscience 12, 241268.CrossRefGoogle ScholarPubMed
O'Reilly, RC, Herd, SA and Pauli, WM (2010) Computational models of cognitive control. Current Opinion in Neurobiology 20, 257261.CrossRefGoogle ScholarPubMed
Owen, AM, McMillan, KM, Laird, AR and Bullmore, E (2005) N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Human Brain Mapping 25, 4659.CrossRefGoogle ScholarPubMed
Pacifico, R and Davis, RL (2017) Transcriptome sequencing implicates dorsal striatum-specific gene network, immune response and energy metabolism pathways in bipolar disorder. Molecular Psychiatry 22, 441449.CrossRefGoogle ScholarPubMed
Penfold, C, Vizueta, N, Townsend, JD, Bookheimer, SY and Altshuler, LL (2015) Frontal lobe hypoactivation in medication-free adults with bipolar II depression during response inhibition. Psychiatry Research 231, 202209.CrossRefGoogle ScholarPubMed
Perkins, TJ, Bittar, RG, McGillivray, JA, Cox, II and Stokes, MA (2015) Increased premotor cortex activation in high functioning autism during action observation. Jouranl of Clinical Neuroscience 22, 664669.CrossRefGoogle ScholarPubMed
Phillips, ML, Travis, MJ, Fagiolini, A and Kupfer, DJ (2008) Medication effects in neuroimaging studies of bipolar disorder. American Journal of Psychiatry 165, 313320.CrossRefGoogle ScholarPubMed
Pomarol-Clotet, E, Alonso-Lana, S, Moro, N, Sarro, S, Bonnin, MC, Goikolea, JM, Fernandez-Corcuera, P, Amann, BL, Romaguera, A, Vieta, E, Blanch, J, McKenna, PJ and Salvador, R (2015) Brain functional changes across the different phases of bipolar disorder. British Journal of Psychiatry 206, 136144.CrossRefGoogle ScholarPubMed
Radua, J and Mataix-Cols, D (2009) Voxel-wise meta-analysis of grey matter changes in obsessive-compulsive disorder. British Journal of Psychiatry 195, 393402.CrossRefGoogle ScholarPubMed
Radua, J and Mataix-Cols, D (2012) Meta-analytic methods for neuroimaging data explained. Biology of Mood and Anxiety Disorders 2, 6.CrossRefGoogle ScholarPubMed
Radua, J, Mataix-Cols, D, Phillips, ML, El-Hage, W, Kronhaus, DM, Cardoner, N and Surguladze, S (2012) A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps. European Psychiatry 27, 605611.CrossRefGoogle ScholarPubMed
Radua, J, Rubia, K, Canales-Rodriguez, EJ, Pomarol-Clotet, E, Fusar-Poli, P and Mataix-Cols, D (2014) Anisotropic kernels for coordinate-based meta-analyses of neuroimaging studies. Frontiers in Psychiatry 5, 13.CrossRefGoogle ScholarPubMed
Raichle, ME (2015) The brain's default mode network. Annual Review of Neuroscience 38, 433447.CrossRefGoogle ScholarPubMed
Raichle, ME and Mintun, MA (2006) Brain work and brain imaging. Annual Review of Neuroscience 29, 449476.CrossRefGoogle ScholarPubMed
Raichle, ME, MacLeod, AM, Snyder, AZ, Powers, WJ, Gusnard, DA and Shulman, GL (2001) A default mode of brain function. Proceedings of the National Academy of Sciences of the USA 98, 676682.CrossRefGoogle ScholarPubMed
Ranganath, C, Johnson, MK and D'Esposito, M (2003) Prefrontal activity associated with working memory and episodic long-term memory. Neuropsychologia 41, 378389.CrossRefGoogle ScholarPubMed
Ravizza, SM, Delgado, MR, Chein, JM, Becker, JT and Fiez, JA (2004) Functional dissociations within the inferior parietal cortex in verbal working memory. Neuroimage 22, 562573.CrossRefGoogle ScholarPubMed
Ravizza, SM, McCormick, CA, Schlerf, JE, Justus, T, Ivry, RB and Fiez, JA (2006) Cerebellar damage produces selective deficits in verbal working memory. Brain 129, 306320.CrossRefGoogle ScholarPubMed
Reinhart, V, Bove, SE, Volfson, D, Lewis, DA, Kleiman, RJ and Lanz, TA (2015) Evaluation of TrkB and BDNF transcripts in prefrontal cortex, hippocampus, and striatum from subjects with schizophrenia, bipolar disorder, and major depressive disorder. Neurobiology of Disease 77, 220227.CrossRefGoogle ScholarPubMed
Ridderinkhof, KR, van den Wildenberg, WP, Segalowitz, SJ and Carter, CS (2004) Neurocognitive mechanisms of cognitive control: the role of prefrontal cortex in action selection, response inhibition, performance monitoring, and reward-based learning. Brain and Cognition 56, 129140.CrossRefGoogle ScholarPubMed
Robinson, LJ, Thompson, JM, Gallagher, P, Goswami, U, Young, AH, Ferrier, IN and Moore, PB (2006) A meta-analysis of cognitive deficits in euthymic patients with bipolar disorder. Journal of Affective Disorders 93, 105115.CrossRefGoogle ScholarPubMed
Robinson, JL, Bearden, CE, Monkul, ES, Tordesillas-Gutierrez, D, Velligan, DI, Frangou, S and Glahn, DC (2009) Fronto-temporal dysregulation in remitted bipolar patients: an fMRI delayed-non-match-to-sample (DNMS) study. Bipolar Disorders 11, 351360.CrossRefGoogle ScholarPubMed
Roland, PE, Larsen, B, Lassen, NA and Skinhoj, E (1980) Supplementary motor area and other cortical areas in organization of voluntary movements in man. Journal of Neurophysiology 43, 118136.CrossRefGoogle ScholarPubMed
Roth, RM, Koven, NS, Randolph, JJ, Flashman, LA, Pixley, HS, Ricketts, SM, Wishart, HA and Saykin, AJ (2006) Functional magnetic resonance imaging of executive control in bipolar disorder. Neuroreport 17, 10851089.CrossRefGoogle ScholarPubMed
Sanderson, S, Tatt, ID and Higgins, JP (2007) Tools for assessing quality and susceptibility to bias in observational studies in epidemiology: a systematic review and annotated bibliography. International Journal of Epidemiology 36, 666676.CrossRefGoogle ScholarPubMed
Sarter, M, Berntson, GG and Cacioppo, JT (1996) Brain imaging and cognitive neuroscience. Toward strong inference in attributing function to structure. The American Psychologist 51, 1321.CrossRefGoogle Scholar
Schulze, KK, Walshe, M, Stahl, D, Hall, MH, Kravariti, E, Morris, R, Marshall, N, McDonald, C, Murray, RM and Bramon, E (2011) Executive functioning in familial bipolar I disorder patients and their unaffected relatives. Bipolar Disorders 13, 208216.CrossRefGoogle ScholarPubMed
Shepherd, AM, Matheson, SL, Laurens, KR, Carr, VJ and Green, MJ (2012) Systematic meta-analysis of insula volume in schizophrenia. Biological Psychiatry 72, 775784.CrossRefGoogle Scholar
Silveira, LE, Kozicky, JM, Muralidharan, K, Bucker, J, Torres, IJ, Bond, DJ, Kapczinski, F and Kauer-Sant'Anna, M, Lam, RW and Yatham, LN (2014) Neurocognitive functioning in overweight and obese patients with bipolar disorder: data from the Systematic Treatment Optimization Program for Early Mania (STOP-EM). Canadian Journal of Psychiatry 59, 639648.CrossRefGoogle Scholar
Simpson, EH, Kellendonk, C and Kandel, E (2010) A possible role for the striatum in the pathogenesis of the cognitive symptoms of schizophrenia. Neuron 65, 585596.CrossRefGoogle ScholarPubMed
Snyder, HR (2013) Major depressive disorder is associated with broad impairments on neuropsychological measures of executive function: a meta-analysis and review. Psychological Bulletin 139, 81132.CrossRefGoogle ScholarPubMed
Sole, B, Bonnin, CM, Torrent, C, Balanza-Martinez, V, Tabares-Seisdedos, R, Popovic, D, Martinez-Aran, A and Vieta, E (2012) Neurocognitive impairment and psychosocial functioning in bipolar II disorder. Acta Psychiatrica Scandinavica 125, 309317.CrossRefGoogle ScholarPubMed
Stoddard, J, Gotts, SJ, Brotman, MA, Lever, S, Hsu, D, Zarate, C, Ernst, M, Pine, DS and Leibenluft, E (2016) Aberrant intrinsic functional connectivity within and between corticostriatal and temporal-parietal networks in adults and youth with bipolar disorder. Psychological Medicine 46, 15091522.CrossRefGoogle ScholarPubMed
Strakowski, SM, Adler, CM, Holland, SK, Mills, NP, DelBello, MP and Eliassen, JC (2005) Abnormal FMRI brain activation in euthymic bipolar disorder patients during a counting Stroop interference task. American Journal of Psychiatry 162, 16971705.CrossRefGoogle ScholarPubMed
Stroup, DF, Berlin, JA, Morton, SC, Olkin, I, Williamson, GD, Rennie, D, Moher, D, Becker, BJ, Sipe, TA and Thacker, SB (2000) Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-Analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA 283, 20082012.CrossRefGoogle ScholarPubMed
Thompson, SG and Higgins, JP (2002) How should meta-regression analyses be undertaken and interpreted? Statistics in Medicine 21, 15591573.CrossRefGoogle ScholarPubMed
Tomlinson, SP, Davis, NJ, Morgan, HM and Bracewell, RM (2014) Cerebellar contributions to verbal working memory. Cerebellum 13, 354361.CrossRefGoogle ScholarPubMed
Torrent, C, Martinez-Aran, A, Daban, C, Sanchez-Moreno, J, Comes, M, Goikolea, JM, Salamero, M and Vieta, E (2006) Cognitive impairment in bipolar II disorder. British Journal of Psychiatry 189, 254259.CrossRefGoogle ScholarPubMed
Townsend, JD, Bookheimer, SY, Foland-Ross, LC, Moody, TD, Eisenberger, NI, Fischer, JS, Cohen, MS, Sugar, CA and Altshuler, LL (2012) Deficits in inferior frontal cortex activation in euthymic bipolar disorder patients during a response inhibition task. Bipolar Disorders 14, 442450.CrossRefGoogle ScholarPubMed
Vink, M, Kahn, RS, Raemaekers, M, van den Heuvel, M, Boersma, M and Ramsey, NF (2005) Function of striatum beyond inhibition and execution of motor responses. Human Brain Mapping 25, 336344.CrossRefGoogle ScholarPubMed
Weathers, JD, Stringaris, A, Deveney, CM, Brotman, MA, Zarate, CA Jr., Connolly, ME, Fromm, SJ, LeBourdais, SB, Pine, DS and Leibenluft, E (2012) A developmental study of the neural circuitry mediating motor inhibition in bipolar disorder. American Journal of Psychiatry 169, 633641.CrossRefGoogle ScholarPubMed
Weinrich, M and Wise, SP (1982) The premotor cortex of the Monkey. Journal of Neuroscience 2, 13291345.CrossRefGoogle ScholarPubMed
Weinstein, AM, Voss, MW, Prakash, RS, Chaddock, L, Szabo, A, White, SM, Wojcicki, TR, Mailey, E, McAuley, E, Kramer, AF and Erickson, KI (2012) The association between aerobic fitness and executive function is mediated by prefrontal cortex volume. Brain Behavior and Immunity 26, 811819.CrossRefGoogle ScholarPubMed
Welander-Vatn, A, Jensen, J, Otnaess, MK, Agartz, I, Server, A, Melle, I and Andreassen, OA (2013) The neural correlates of cognitive control in bipolar I disorder: an fMRI study of medial frontal cortex activation during a Go/No-go task. Neuroscience Letters 549, 5156.CrossRefGoogle ScholarPubMed
Welander-Vatn, AS, Jensen, J, Lycke, C, Agartz, I, Server, A, Gadmar, OB, Melle, I, Nakstad, PH and Andreassen, OA (2009) No altered dorsal anterior cingulate activation in bipolar II disorder patients during a Go/No-go task: an fMRI study. Bipolar Disorders 11, 270279.CrossRefGoogle ScholarPubMed
Supplementary material: File

Tian et al. supplementary material

Tian et al. supplementary material 1

Download Tian et al. supplementary material(File)
File 854.5 KB