Abstract
The cumulative prevalence rates of major depressive disorders (MDD) in children and adolescents averages 9.5 %. The majority of adults with MDD suffer from significant cognitive deficits, but the available neuropsychological data on the cognitive performance of children and adolescents with MDD yielded mixed results. Meta-analytic methods were used to assess the severity of cognitive deficits in children and adolescents with MDD as compared to healthy children and adolescents. We identified 17 studies comparing the intelligence, executive functions, verbal memory and attention of 447 patients with DSM-IV MDD and 1,347 healthy children and adolescents. Children and adolescents with MDD performed 0.194–0.772 (p < 0.001) standard mean differences worse than healthy control subjects in neuropsychological test procedures. The most pronounced deficits of children and adolescents with MDD were seen in inhibition capacity (STD = 0.772; p = 0.002), phonemic verbal fluency (STD = 0.756; p = 0.0001), sustained attention (STD = 0.522; p = 0.000), verbal memory (STD = 0.516; p = 0.0009) and planning (STD = 0.513; p = 0.014). We revealed cognitive deficits of children and adolescents with MDD in various cognitive domains. Long-term studies should investigate how the cognitive deficits of depressed youth affect their academic and social functioning, and whether age, comorbidity and depression severity play a role in this process.
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Costello EJ, Mustillo S, Erkanli A, Keeler G, Angold A (2003) Prevalence and development of psychiatric disorders in childhood and adolescence. Arch Gen Psychiatry 60:837–844
Rao U, Ryan ND, Birmaher B, Dahl RE, Williamson DE, Kaufman J, Rao R, Nelson B (1995) Unipolar depression in adolescents: clinical outcome in adulthood. J Am Acad Child Adolesc Psychiatry 34:566–578
Maalouf FT, Brent D, Clark L, Tavitian L, McHugh RM, Sahakian BJ, Phillips ML (2011) Neurocognitive impairment in adolescent major depressive disorder: state vs. trait illness markers. J Affec Dis 133:625–632
Preiß M, Remschmidt H (2007) Depressive Störungen im Kindes- und Jugendalter—eine Übersicht. Z Kinder Jugendpsychiatr Psychother 35:385–397
Kessler RC, Avenevoli S, Merikangas KR (2001) Mood disorders in children and adolescents: an epidemiologic perspective. Biol Psychiatry 49:1002–1014
Mehler-Wex C, Kölch M (2008) Depressive Störungen im Kindes- und Jugendalter. Deutsches Ärzteblatt 105:149–156
Veiel HO (1997) A preliminary profile of neuropsychological deficits associated with major depression. J Clin Exp Neuropsychol 19:587–603
Zakzanis KK, Leach L, Kaplan E (1998) On the nature and pattern of neurocognitive function in major depressive disorder. Neuropsych Neuropsychol Behav Neurol 11:111–119
Wagner S, Doering B, Lieb K, Tadic A (2011) A meta-analysis of executive dysfunctions in unipolar major depressive disorder without psychotic symptoms and their changes during antidepressant treatment. APSC 125:281–292
Beblo T, Herrmann M (2000) Neuropsychologische Defizite bei depressiven Störungen. Fortschr Neurol Psychiatr 68:1–11
Fossati P, Ergis AM, Allilaire JF (2002) Executive functioning in unipolar depression: a review. Encephalo 28:97–107
Beblo T (2004) Neuropsychologie affektiver Störungen. In: Lautenbacher S, Gauggel S (eds) Neuropsychologie psychischer Störungen. Springer, Heidelberg
Sobin C, Sackeim HA (1997) Psychomotor symptoms of depression. Am J Psychiatry 154:4–17
Elliott R (1998) The neuropsychological profile in unipolar depression. Trends Cogn Sci 2:447–454
Christensen H, Griffiths K, Mackinnon A, Jacomb P (1992) A quantitative review of cognitive deficits in depression and Alzheimer-type dementia. J Int Neuropsychol Soc 3:631–651
Gyurak A, Goodkind MS, Kramer JH, Miller BL, Levenson RW (2013) Executive functions and the down-regulation and up-regulation of emotion. Emotion 26:103–118
McClure E, Rogeness GA, Thompson NM (1997) Characteristics of adolescent girls with depressive symptoms in a so-called normal sample. J Affect Dis 42:187–197
Lundy SM, Silva GE, Kaeming KL, Goodwin JL, Quan SF (2010) Cognitive functioning and academic performance in elementary school children with anxious/depressed and withdrawn symptoms. Open Pediatr Med J 4:1–9
Brooks BL, Iverson GL, Sherman EM, Roberge MC (2010) Identifying cognitive problems in children and adolescents with depression using computerized neuropsychological testing. Appl Neuropsychol 17:37–43
Rive MM, Van Rooiden G, Veltman DJ, Phillips ML, Schene AH, Ruhe HG (2013) Neural correlates of dysfunctional emotion regulation in major depressive disorder. A systematic review of neuroimaging studies. Neurosci Biobehav Rev. doi:10.1016/j.neubiorev.2013.07.018
Ladouceur CD, Dahl RE, Williamson DE, Birmaher B, Ryan ND, Casey BJ (2005) Altered emotional processing in pediatric anxiety, depression and comorbid anxiety-depression. J Abnormal Child Psychol 33:165–177
Hongwanishkul D, Happaney KR, Lee WSC, Zelazo PD (2005) Assessment of hot and cool executive function in young children: age-related changes and individual differences. Dev Neuropsychol 28:617–644
Huizinga M, Dolan CV, van der Molen M (2006) Age-related change in executive function: developmental trends and a latent variable analysis. Neuropsychologia 44:2017–2036
Han G, Klimes-Dougan B, Jepsen S, Ballard K, Nelson M, Houri A, Kumra S, Cullen K (2011) Selective neurocognitive impairments in adolescents with major depressive disorder. J Adolesc 35:11–20
Günther T, Holtkamp K, Jolles J, Herpertz-Dahlmann B, Konrad K (2004) Verbal memory and aspects of attentional control in children and adolescents with anxiety disorders or depressive disorders. J Affect Dis 82:265–269
Favre T, Hughes C, Emslie G, Stavinoha P, Kennerad B, Carmody T (2009) Executive functioning in children and adolescents with major depressive disorder. Child Neuropsychol 15:85–98
Hodges K, Plow J (1990) Intellectual ability and achievement in psychiatrically hospitalized children with conduct, anxiety, and affective disorders. J Consult Clin Psychol 58:589–595
Brumback RA (1985) Wechsler performance IW deficit in depressed children. Percept Mot Skills 61:331–335
Frost LA, Moffitt TE, McGee R (1989) Neuropsychological correlates of psychopathology in an unselected cohort of young adolescents. J Abnorm Psychol 98:307–313
Kyte ZA, Goodyer IM, Sahakian BJ (2005) Selected executive skills in adolescents with recent first episode major depression. J Child Psychol Psychiatry 46:995–1005
Kirsch V, Pritzel M, Goldbeck L (2007) Eine Untersuchung zur Spezifität kognitiver Leistungen depressiver Kinder und Jugendlicher im HAWIK-III. Zeitschrift für Klinische Psychologie und Psychotherapie 36:105–111
Beblo T (2010) Neuropsychologie affektiver Störungen. In: Lauterbach S, Gauggel S (eds) Neuropsychologie psychischer Störungen. Springer, Heidelberg, Berlin
Günther T, Konrad K, De Brito SA, Herpertz-Dahlmann B, Vloet TD (2011) Attentional functions in children and adolescents with ADHD, depressive disorders, and the comorbid condition. J Child Psychol Psychiatry 52:324–331
Wilkinson PO, Goodyer IM (2006) Attention difficulties and mood-related ruminative response style in adolescents with unipolar depression. J Child Psychol Psychiatry 47:1284–1291
Lauer RE, Giordani B, Boivin MJ, Halle N, Glasgow B, Alessi NE, Berent S (1994) Effects of depression on memory performance and metamemory in children. J Am Acad Child Adolesc Psychiatry 33(679):685
Steward J (1988) Memory and cognitive processes in childhood depression. Doctoral dissertation, Ohio State University Columbus
Osborn RG, Meador PM (1990) The memory performance of selected depressed and non-depressed 9–11 year old male children. Behav Disord 16:32–38
American Psychiatric Association (1994) Diagnostic and statistical manual of mental disorders, 4th edn. American Psychiatric Press, Washington DC
Wells GA, Shea B, O’Connell D, Peterson J, Welch V, Losos M, Tugwell P (2008) The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses. http://www.ohri.ca/programs/clinical_epidemiology/oxford.htm. Accessed 1 Jan 2008
Borenstein M, Hedges LV, Higgins JPT, Rothstein HR (2009) Introduction to meta-analysis. Wiley, Chichester
Zammit S, Allebeck P, David AS, Dalman C, Hemminsson T, Lundberg I, Lewis G (2004) A longitudinal study of premorbid IQ score and risk of developing Schizophrenia, Bipolar Disorder, severe depression and other nonaffective psychoses. Arch Gen Psychiatry 61:354–360
Sorensen HJ, Saebye D, Urfer-Parnas A, Mortensen EL, Parnas J (2012) Premorbid intelligence and educational level in bipolar and unipolar disorder: a Danish draft board study. J Affect Dis 136:1188–1191
Watkins E, Brown RG (2002) Rumination and executive function in depression: a experimental study. J Neurol Neurosurg Psychiatry 72:400–402
Park RJ, Goodyer IM, Teasdale JD (2004) Effects of induced rumination and distraction on mood and overgeneral autobiographical memory in adolescent major depressive disorder and controls. J Child Psychol Psychiatry 45:996–1006
Jemeleddine E, Bouen A, Halayem S, Othman S, Tabbane K, Halayem M (2009) Memory impairments during child and adolescent depression. Tunis Med 87:656–659
Kaslow NJ, Rehm LP, Sieel AW (1984) Social-cognitive and cognitive correlates of depression in children. J Abnorm Child Psychol 12:605–620
Snyder HR (2013) Major depressive disorder is associated with broad impairment on neuropsychological measures of executive function: a meta-analysis and review. Psychol Bull 139:81–132
Sauzeon H, Lestage P, Raboutet C, N‘Kaoua B, Claverie B (2004) Verbal fluency output in children aged 7–16 as a function of the production criterion: qualitative analysis of clustering, switching processes, and semantic network exploitation. Brain Lang 89:192–202
Tallberg IM, Carlsson S, Lieberman M (2011) Children’s word fluency strategies. Scand J Psychol 52:32–42
Casey BJ, Gield JN, Thomas KM (2000) Structural and functional brain development and its relation to cognitive development. Biol Psychiatry 54:241–257
Gaillard WD, Sachs BC, Whitnah JR, Ahmad Z, Balsamo LM, Petrella JR et al (2003) Developmental aspects of language processing: fMRI of verbal fluency in children and adults. Hum Brain Mapp 18:176–185
Katzev M, Tüscher O, Hennig J, Weiller C, Kaller CP (2013) Revisiting the functional specialization of left inferior frontal gyrus in phonological and semantic fluency: the crucial role of task demands and individual ability. J Neurosci 33:7837–7845
Mayberg HS, Brannan SK, Tekell JL, Silva JA, Mahurin RK, McGinnis S, Jerabek PA (2000) Regional metabolic effects of fluoxetine in major depression: serial changes and relationship to clinical response. Biol Psychiatry 48:830–843
Mayberg HS (2003) Modulating dysfunctional limbic-cortical circuits in depression: towards development of brain-based algorithms for diagnosis and optimized treatment. Br Med Bull 65:193–207
Nolan CL, Moore GJ, Madden R, Farchione T, Bartoi M, Lorch E, Stewart CM, Rosenberg DR (2002) Prefrontal cortical volume in childhood-onset major depression: preliminary findings. Arch Gen Psychiatry 59:173–179
MacMaster FC, Russell A, Mirza Y, Keshavan MS, Taormina SP, Bhandari R, Boyd C, Lynch M, Rosse M, Ivey J, Moore GJ, Rosenberg DR (2006) Pituitary volume in treatment-naïve pediatric major depressive disorder. Biol Psychiatry 60:862–866
Kawakubo Y, Kono T, Takizawa R, Kuwabara H, Ishii-Takahashi A, Kasai K (2011) Developmental changes in prefrontal activation in humans: a near-infrared spectroscopy study of preschool children and adults. PLoS One 6:1–7
Savard RI, Rey AC, Post RM (1980) Halstead–Reitan category test in bipolar and unipolar affective disorders. Relationship to age and phase of illness. J Nerv Ment Dis 168:297–304
Beblo T, Baumann B, Bogerts B, Wallesch C, Herrmann M (1999) Neuropsychological correlates of major depression: a short-term follow-up. Cogn Neuropsychiatry 4:333–341
Wechsler D (1991) Wechsler Intelligence Scale for children, 3rd edn. The Psychological Corporation, San Antonio
Stroop JR (1935) Studies of interference in serial and verbal reactions. J Exp Psychol 18:643–662
Reitan RM (1979) Trail Making test—manual for administration and scoring. Reitan Neuropsychology Laboratory, Tucson
Robbins TW, James M, Owen AM et al (1994) Cambridge neuropsychological test automated battery (CANTAB): a factor analytic study of a large sample of normally elderly volunteers. Dementia 5:266–281
De Sonneville LMJ (2000) ANT 2.1—Amsterdam neuropsychological tasks. Sonar, Amstelveen
Gualtieri CT, Johnson LG (2004) Reliability and validity of a computerized neurocognitive test battery, CNS vital signs. Arch Clin Neuopsychol 21:623–643
Loong JWK (1989) The tower of Hanoi. Wang Neuropsychological Laboratory, San Luis
Talley J (1990) Children’s Auditory Verbal Learning test: Professional manual. Psychological Assessment Resources Inc., Odessa
Delis DC, Kramer JH, Kaplan E, Ober BA (1987) California Verbal Learning test—research edition manual. The Psychological Corporation, Ney York
Cataldo MG, Nobile M, Lorusso ML, Battaglia M, Molteni M (2005) Impulsivity in depressed children and adolescents: a comparison between behavioural and neuropsychological data. Psych Res 136:123–133
Klimkeit EI, Tonge B, Bradshaw JL, Melvin GA, Gould K (2011) Neuropsychological deficits in adolescent unipolar depression. Arch Clin Neuropsychol 26:642–676
Kashani JH, McGee RO, Clarkson SE, Anderson JC, Walton LA, Williams S, Silva PA, Robins AJ, Cytryn L (1983) Depression in a sample of 9 year-old children, prevalence and associated characteristics. Arch Gen Psychiatry 40:1217–1223
Matthews K, Coghill D, Rhodes S (2008) Neuropsychological functioning in depressed adolescent girls. J Affect Dis 111:113–118
Emerson CA, Mollet GA, Harrison DW (2005) Anxious-depression in boys: an evaluation of executive functioning. Arch Clin Neuropsychol 20:539–546
Acknowledgments
The authors are grateful to Maria Cataldo and colleagues for providing them with the data of their studies. The study is part of the diploma thesis of Carmen Müller.
Conflict of interest
AT has received research funding from Rulesbasedmedicine Inc., Austin, Texas, USA. None of the other authors of this study has business or personal interests in industrial enterprises since 1 November 2009.
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Wagner, S., Müller, C., Helmreich, I. et al. A meta-analysis of cognitive functions in children and adolescents with major depressive disorder. Eur Child Adolesc Psychiatry 24, 5–19 (2015). https://doi.org/10.1007/s00787-014-0559-2
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DOI: https://doi.org/10.1007/s00787-014-0559-2