Skip to main content
Top
Published in: European Archives of Psychiatry and Clinical Neuroscience 7/2013

01-10-2013 | Original Paper

Brain activation deficit in increased-load working memory tasks among adults with ADHD using fMRI

Authors: Chih-Hung Ko, Ju-Yu Yen, Cheng-Fang Yen, Cheng-Sheng Chen, Wei-Chen Lin, Peng-Wei Wang, Gin-Chung Liu

Published in: European Archives of Psychiatry and Clinical Neuroscience | Issue 7/2013

Login to get access

Abstract

Working memory (WM) is impaired among adults with attention-deficit hyperactivity disorder (ADHD). This study aimed to investigate the brain activation deficit for low-level or increased-load WM among adults with ADHD. A total of 20 adults with ADHD and controls were recruited according to diagnostic interviewing by a psychiatrist. Phonological and visual–spatial 2-back and 3-back tasks were performed under functional magnetic resonance scanning. The results demonstrated that both the adults with ADHD and the controls exhibited activation of the fronto-parietal network for WM, and the intensity was greater in the adult ADHD group. The ADHD group had higher brain activation over the bilateral anterior cingulate, left inferior frontal lobe, hippocampus, and supplementary motor area (SMA) for phonological WM than the control group. When the task loading increased from 2-back to 3-back tasks, the adults with ADHD perceived greater difficulty. The control group exhibited increased brain activation over the frontal–parietal network in response to increased phonological WM load. However, the ADHD group showed decreased brain activation over the left precuneus, insula, and SMA. Further analysis demonstrated that the ADHD group exhibited a greater decrease in brain activation over the left fronto-parietal network, including the precuneus, SMA, insula/inferior frontal lobe, and dorsolateral prefrontal cortex, than the control group. These results suggest that adults with ADHD pay more effort to low demanding phonological WM. On the other hand, brain activation of the left fronto-parietal network is impaired when the demands of WM exceed the capacity of adults with ADHD.
Appendix
Available only for authorised users
Literature
1.
go back to reference American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders, 4th edn, (Text Revision edn). American Psychiatric Association, Washington, DC American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders, 4th edn, (Text Revision edn). American Psychiatric Association, Washington, DC
2.
go back to reference de Zwaan M, Gruss B, Müller A, Graap H, Martin A, Glaesmer H, Hilbert A, Philipsen A (2012) The estimated prevalence and correlates of adult ADHD in a German community sample. Eur Arch Psychiatry Clin Neurosci 262(1):79–86PubMedCrossRef de Zwaan M, Gruss B, Müller A, Graap H, Martin A, Glaesmer H, Hilbert A, Philipsen A (2012) The estimated prevalence and correlates of adult ADHD in a German community sample. Eur Arch Psychiatry Clin Neurosci 262(1):79–86PubMedCrossRef
3.
go back to reference Simon V, Czobor P, Bálint S, Mészáros A, Bitter I (2009) Prevalence and correlates of adult attention-deficit hyperactivity disorder: meta-analysis. Br J Psychiatry 194(3):204–211PubMedCrossRef Simon V, Czobor P, Bálint S, Mészáros A, Bitter I (2009) Prevalence and correlates of adult attention-deficit hyperactivity disorder: meta-analysis. Br J Psychiatry 194(3):204–211PubMedCrossRef
4.
go back to reference Willcutt EG, Doyle AE, Nigg JT, Faraone SV, Pennington BF (2005) Validity of the executive function theory of attention-deficit/hyperactivity disorder: a meta-analytic review. Biol Psychiatry 57(11):1336–1346PubMedCrossRef Willcutt EG, Doyle AE, Nigg JT, Faraone SV, Pennington BF (2005) Validity of the executive function theory of attention-deficit/hyperactivity disorder: a meta-analytic review. Biol Psychiatry 57(11):1336–1346PubMedCrossRef
5.
go back to reference Müller BW, Gimbel K, Keller-Pliessnig A, Sartory G, Gastpar M, Davids E (2007) Neuropsychological assessment of adult patients with attention-deficit/hyperactivity disorder. Eur Arch Psychiatry Clin Neurosci 257(2):112–119PubMedCrossRef Müller BW, Gimbel K, Keller-Pliessnig A, Sartory G, Gastpar M, Davids E (2007) Neuropsychological assessment of adult patients with attention-deficit/hyperactivity disorder. Eur Arch Psychiatry Clin Neurosci 257(2):112–119PubMedCrossRef
6.
go back to reference Kofler MJ, Rapport MD, Bolden J, Sarver DE, Raiker JS (2010) ADHD and working memory: the impact of central executive deficits and exceeding storage/rehearsal capacity on observed inattentive behavior. J Abnorm Child Psychol 38(2):149–161PubMedCrossRef Kofler MJ, Rapport MD, Bolden J, Sarver DE, Raiker JS (2010) ADHD and working memory: the impact of central executive deficits and exceeding storage/rehearsal capacity on observed inattentive behavior. J Abnorm Child Psychol 38(2):149–161PubMedCrossRef
7.
go back to reference Rapport MD, Bolden J, Kofler MJ, Sarver DE, Raiker JS, Alderson RM (2009) Hyperactivity in boys with attention-deficit/hyperactivity disorder (ADHD): a ubiquitous core symptom or manifestation of working memory deficits? J Abnorm Child Psychol 37(4):521–534PubMedCrossRef Rapport MD, Bolden J, Kofler MJ, Sarver DE, Raiker JS, Alderson RM (2009) Hyperactivity in boys with attention-deficit/hyperactivity disorder (ADHD): a ubiquitous core symptom or manifestation of working memory deficits? J Abnorm Child Psychol 37(4):521–534PubMedCrossRef
8.
9.
go back to reference Rapport MD, Alderson RM, Kofler MJ, Sarver DE, Bolden J, Sims V (2008) Working memory deficits in boys with attention-deficit/hyperactivity disorder (ADHD): the contribution of central executive and subsystem processes. J Abnorm Child Psychol 36(6):825–837PubMedCrossRef Rapport MD, Alderson RM, Kofler MJ, Sarver DE, Bolden J, Sims V (2008) Working memory deficits in boys with attention-deficit/hyperactivity disorder (ADHD): the contribution of central executive and subsystem processes. J Abnorm Child Psychol 36(6):825–837PubMedCrossRef
10.
go back to reference Aycicegi-Dinn A, Dervent-Ozbek S, Yazgan Y, Bicer D, Dinn WM (2011) Neurocognitive correlates of adult attention-deficit/hyperactivity disorder in a Turkish sample. Atten Defic Hyperact Disord 3(1):41–52PubMedCrossRef Aycicegi-Dinn A, Dervent-Ozbek S, Yazgan Y, Bicer D, Dinn WM (2011) Neurocognitive correlates of adult attention-deficit/hyperactivity disorder in a Turkish sample. Atten Defic Hyperact Disord 3(1):41–52PubMedCrossRef
11.
go back to reference Durston S (2003) A review of the biological bases of ADHD: what have we learned from imaging studies? Ment Retard Dev Disabil Res Rev 9(3):184–195PubMedCrossRef Durston S (2003) A review of the biological bases of ADHD: what have we learned from imaging studies? Ment Retard Dev Disabil Res Rev 9(3):184–195PubMedCrossRef
12.
go back to reference Konrad A, Dielentheis TF, El Masri D, Dellani PR, Stoeter P, Vucurevic G, Winterer G (2012) White matter abnormalities and their impact on attentional performance in adult attention-deficit/hyperactivity disorder. Eur Arch Psychiatry Clin Neurosci 262(4):351–360PubMedCrossRef Konrad A, Dielentheis TF, El Masri D, Dellani PR, Stoeter P, Vucurevic G, Winterer G (2012) White matter abnormalities and their impact on attentional performance in adult attention-deficit/hyperactivity disorder. Eur Arch Psychiatry Clin Neurosci 262(4):351–360PubMedCrossRef
13.
go back to reference Schweitzer JB, Faber TL, Grafton ST, Tune LE, Hoffman JM, Kilts CD (2000) Alterations in the functional anatomy of working memory in adult attention deficit hyperactivity disorder. Am J Psychiatry 157(2):278–280PubMedCrossRef Schweitzer JB, Faber TL, Grafton ST, Tune LE, Hoffman JM, Kilts CD (2000) Alterations in the functional anatomy of working memory in adult attention deficit hyperactivity disorder. Am J Psychiatry 157(2):278–280PubMedCrossRef
14.
go back to reference Hale TS, Bookheimer S, McGough JJ, Phillips JM, McCracken JT (2007) Atypical brain activation during simple & complex levels of processing in adult ADHD: an fMRI study. J Atten Disord 11(2):125–140PubMedCrossRef Hale TS, Bookheimer S, McGough JJ, Phillips JM, McCracken JT (2007) Atypical brain activation during simple & complex levels of processing in adult ADHD: an fMRI study. J Atten Disord 11(2):125–140PubMedCrossRef
15.
go back to reference Fassbender C, Schweitzer JB, Cortes CR, Tagamets MA, Windsor TA, Reeves GM, Gullapalli R (2011) Working memory in attention deficit/hyperactivity disorder is characterized by a lack of specialization of brain function. PLoS ONE 6(11):e27240PubMedCrossRef Fassbender C, Schweitzer JB, Cortes CR, Tagamets MA, Windsor TA, Reeves GM, Gullapalli R (2011) Working memory in attention deficit/hyperactivity disorder is characterized by a lack of specialization of brain function. PLoS ONE 6(11):e27240PubMedCrossRef
16.
go back to reference Bayerl M, Dielentheis TF, Vucurevic G, Gesierich T, Vogel F, Fehr C, Stoeter P, Huss M, Konrad A (2010) Disturbed brain activation during a working memory task in drug-naive adult patients with ADHD. NeuroReport 21(6):442–446PubMedCrossRef Bayerl M, Dielentheis TF, Vucurevic G, Gesierich T, Vogel F, Fehr C, Stoeter P, Huss M, Konrad A (2010) Disturbed brain activation during a working memory task in drug-naive adult patients with ADHD. NeuroReport 21(6):442–446PubMedCrossRef
17.
go back to reference Valera EM, Faraone SV, Biederman J, Poldrack RA, Seidman LJ (2005) Functional neuroanatomy of working memory in adults with attention-deficit/hyperactivity disorder. Biol Psychiatry 57(5):439–447PubMedCrossRef Valera EM, Faraone SV, Biederman J, Poldrack RA, Seidman LJ (2005) Functional neuroanatomy of working memory in adults with attention-deficit/hyperactivity disorder. Biol Psychiatry 57(5):439–447PubMedCrossRef
18.
go back to reference Martinussen R, Hayden J, Hogg-Johnson S, Tannock R (2005) A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 44(4):377–384PubMedCrossRef Martinussen R, Hayden J, Hogg-Johnson S, Tannock R (2005) A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 44(4):377–384PubMedCrossRef
19.
20.
go back to reference Bolden J, Rapport MD, Raiker JS, Sarver DE, Kofler MJ (2012) Understanding phonological memory deficits in boys with attention-deficit/hyperactivity disorder (ADHD): dissociation of short-term storage and articulatory rehearsal processes. J Abnorm Child Psychol 40(6):999–1011PubMedCrossRef Bolden J, Rapport MD, Raiker JS, Sarver DE, Kofler MJ (2012) Understanding phonological memory deficits in boys with attention-deficit/hyperactivity disorder (ADHD): dissociation of short-term storage and articulatory rehearsal processes. J Abnorm Child Psychol 40(6):999–1011PubMedCrossRef
21.
go back to reference Dige N, Maahr E, Backenroth-Ohsako G (2010) Reduced capacity in a dichotic memory test for adult patients with ADHD. J Atten Disord 13(6):677–683PubMedCrossRef Dige N, Maahr E, Backenroth-Ohsako G (2010) Reduced capacity in a dichotic memory test for adult patients with ADHD. J Atten Disord 13(6):677–683PubMedCrossRef
22.
go back to reference Sörqvist P (2010) The role of working memory capacity in auditory distraction: a review. Noise Health 12(49):217–224PubMedCrossRef Sörqvist P (2010) The role of working memory capacity in auditory distraction: a review. Noise Health 12(49):217–224PubMedCrossRef
23.
go back to reference Finke K, Schwarzkopf W, Müller U, Frodl T, Müller HJ, Schneider WX, Engel RR, Riedel M, Möller HJ, Hennig-Fast K (2011) Disentangling the adult attention-deficit hyperactivity disorder endophenotype: parametric measurement of attention. J Abnorm Psychol 120(4):890–901PubMedCrossRef Finke K, Schwarzkopf W, Müller U, Frodl T, Müller HJ, Schneider WX, Engel RR, Riedel M, Möller HJ, Hennig-Fast K (2011) Disentangling the adult attention-deficit hyperactivity disorder endophenotype: parametric measurement of attention. J Abnorm Psychol 120(4):890–901PubMedCrossRef
24.
go back to reference Jacob C, Lesch KP (2006) The Wuerzburg Research Initiative on adult attention-deficit/hyperactivity disorder (WURIN-AADHD): multi-layered evaluation of long-term course. Eur Arch Psychiatry Clin Neurosci 256(Suppl 1):i12–i20PubMedCrossRef Jacob C, Lesch KP (2006) The Wuerzburg Research Initiative on adult attention-deficit/hyperactivity disorder (WURIN-AADHD): multi-layered evaluation of long-term course. Eur Arch Psychiatry Clin Neurosci 256(Suppl 1):i12–i20PubMedCrossRef
25.
go back to reference Callicott JH, Mattay VS, Bertolino A, Finn K, Coppola R, Frank JA, Goldberg TE, Weinberger DR (1999) Physiological characteristics of capacity constraints in working memory as revealed by functional MRI. Cereb Cortex 9(1):20–26PubMedCrossRef Callicott JH, Mattay VS, Bertolino A, Finn K, Coppola R, Frank JA, Goldberg TE, Weinberger DR (1999) Physiological characteristics of capacity constraints in working memory as revealed by functional MRI. Cereb Cortex 9(1):20–26PubMedCrossRef
26.
go back to reference Linden DE, Bittner RA, Muckli L, Waltz JA, Kriegeskorte N, Goebel R, Singer W, Munk MH (2003) Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network. Neuroimage 20(3):1518–1530PubMedCrossRef Linden DE, Bittner RA, Muckli L, Waltz JA, Kriegeskorte N, Goebel R, Singer W, Munk MH (2003) Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network. Neuroimage 20(3):1518–1530PubMedCrossRef
27.
go back to reference Green CT, Long DL, Green D, Iosif AM, Dixon JF, Miller MR, Fassbender C, Schweitzer JB (2012) Will working memory training generalize to improve off-task behavior in children with attention-deficit/hyperactivity disorder? Neurotherapeutics 9(3):639–648PubMedCrossRef Green CT, Long DL, Green D, Iosif AM, Dixon JF, Miller MR, Fassbender C, Schweitzer JB (2012) Will working memory training generalize to improve off-task behavior in children with attention-deficit/hyperactivity disorder? Neurotherapeutics 9(3):639–648PubMedCrossRef
28.
go back to reference Westerberg H, Klingberg T (2007) Changes in cortical activity after training of working memory–a single-subject analysis. Physiol Behav 92(1–2):186–192PubMedCrossRef Westerberg H, Klingberg T (2007) Changes in cortical activity after training of working memory–a single-subject analysis. Physiol Behav 92(1–2):186–192PubMedCrossRef
29.
go back to reference Kaufman J, Birmaher B, Brent D, Rao U, Flynn C, Moreci P, Williamson D, Ryan N (1997) Schedule for affective disorders and schizophrenia for school-Age children-present and lifetime version (K-SADS-PL): initial reliability and validity data. J Am Acad Child Adolesc Psychiatry 36(7):980–988PubMedCrossRef Kaufman J, Birmaher B, Brent D, Rao U, Flynn C, Moreci P, Williamson D, Ryan N (1997) Schedule for affective disorders and schizophrenia for school-Age children-present and lifetime version (K-SADS-PL): initial reliability and validity data. J Am Acad Child Adolesc Psychiatry 36(7):980–988PubMedCrossRef
30.
go back to reference Kessler RC, Adler L, Ames M, Demler O, Faraone S, Hiripi E, Howes MJ, Jin R, Secnik K, Spencer T, Ustun TB, Walters EE (2005) The World Health Organization Adult ADHD Self-Report Scale (ASRS): a short screening scale for use in the general population. Psychol Med 35(2):245–256PubMedCrossRef Kessler RC, Adler L, Ames M, Demler O, Faraone S, Hiripi E, Howes MJ, Jin R, Secnik K, Spencer T, Ustun TB, Walters EE (2005) The World Health Organization Adult ADHD Self-Report Scale (ASRS): a short screening scale for use in the general population. Psychol Med 35(2):245–256PubMedCrossRef
31.
go back to reference Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC (1998) The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry 59(Suppl 20):22–33 quiz 34–57PubMed Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC (1998) The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry 59(Suppl 20):22–33 quiz 34–57PubMed
32.
go back to reference Braver TS, Cohen JD, Nystrom LE, Jonides J, Smith EE, Noll DC (1997) A parametric study of prefrontal cortex involvement in human working memory. Neuroimage 5(1):49–62PubMedCrossRef Braver TS, Cohen JD, Nystrom LE, Jonides J, Smith EE, Noll DC (1997) A parametric study of prefrontal cortex involvement in human working memory. Neuroimage 5(1):49–62PubMedCrossRef
33.
go back to reference Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N, Mazoyer B, Joliot M (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15(1):273–289 Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N, Mazoyer B, Joliot M (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15(1):273–289
34.
go back to reference Wager TD, Smith EE (2003) Neuroimaging studies of working memory: a meta-analysis. Cogn Affect Behav Neurosci 3(4):255–274PubMedCrossRef Wager TD, Smith EE (2003) Neuroimaging studies of working memory: a meta-analysis. Cogn Affect Behav Neurosci 3(4):255–274PubMedCrossRef
35.
go back to reference Karlsgodt KH, Shirinyan D, van Erp TG, Cohen MS, Cannon TD (2005) Hippocampal activations during encoding and retrieval in a verbal working memory paradigm. Neuroimage 25(4):1224–1231PubMedCrossRef Karlsgodt KH, Shirinyan D, van Erp TG, Cohen MS, Cannon TD (2005) Hippocampal activations during encoding and retrieval in a verbal working memory paradigm. Neuroimage 25(4):1224–1231PubMedCrossRef
36.
go back to reference Duncan J, Owen AM (2000) Common regions of the human frontal lobe recruited by diverse cognitive demands. Trends Neurosci 23(10):475–483PubMedCrossRef Duncan J, Owen AM (2000) Common regions of the human frontal lobe recruited by diverse cognitive demands. Trends Neurosci 23(10):475–483PubMedCrossRef
37.
go back to reference Kirschen MP, Chen SH, Schraedley-Desmond P, Desmond JE (2005) Load-and practice-dependent increases in cerebro-cerebellar activation in verbal working memory: an fMRI study. Neuroimage 24(2):462–472PubMedCrossRef Kirschen MP, Chen SH, Schraedley-Desmond P, Desmond JE (2005) Load-and practice-dependent increases in cerebro-cerebellar activation in verbal working memory: an fMRI study. Neuroimage 24(2):462–472PubMedCrossRef
38.
go back to reference Zarahn E, Rakitin B, Abela D, Flynn J, Stern Y (2005) Positive evidence against human hippocampal involvement in working memory maintenance of familiar stimuli. Cereb Cortex 15(3):303–316PubMedCrossRef Zarahn E, Rakitin B, Abela D, Flynn J, Stern Y (2005) Positive evidence against human hippocampal involvement in working memory maintenance of familiar stimuli. Cereb Cortex 15(3):303–316PubMedCrossRef
39.
go back to reference Brett M, Anton JL, Valabregue R, Poline JB (2002) Region of interest analysis using an SPM toolbox [abstract]. In: Presented at the 8th international conference on functional mapping of the human brain, June 2–6, 2002, Sendai, Japan. Available on CD-ROM in NeuroImage 16 Brett M, Anton JL, Valabregue R, Poline JB (2002) Region of interest analysis using an SPM toolbox [abstract]. In: Presented at the 8th international conference on functional mapping of the human brain, June 2–6, 2002, Sendai, Japan. Available on CD-ROM in NeuroImage 16
40.
go back to reference Müller NG, Knight RT (2006) The functional neuroanatomy of working memory: contributions of human brain lesion studies. Neuroscience 139(1):51–58PubMedCrossRef Müller NG, Knight RT (2006) The functional neuroanatomy of working memory: contributions of human brain lesion studies. Neuroscience 139(1):51–58PubMedCrossRef
41.
go back to reference Roth JK, Courtney SM (2007) Neural system for updating object working memory from different sources: sensory stimuli or long-term memory. Neuroimage 38(3):617–630PubMedCrossRef Roth JK, Courtney SM (2007) Neural system for updating object working memory from different sources: sensory stimuli or long-term memory. Neuroimage 38(3):617–630PubMedCrossRef
42.
go back to reference Kaneda M, Osaka N (2008) Role of anterior cingulate cortex during semantic coding in verbal working memory. Neurosci Lett 436(1):57–61PubMedCrossRef Kaneda M, Osaka N (2008) Role of anterior cingulate cortex during semantic coding in verbal working memory. Neurosci Lett 436(1):57–61PubMedCrossRef
43.
go back to reference Marvel CL, Desmond JE (2010) The contributions of cerebro-cerebellar circuitry to executive verbal working memory. Cortex 46(7):880–895PubMedCrossRef Marvel CL, Desmond JE (2010) The contributions of cerebro-cerebellar circuitry to executive verbal working memory. Cortex 46(7):880–895PubMedCrossRef
44.
go back to reference Oztekin I, McElree B, Staresina BP, Davachi L (2009) Working memory retrieval: contributions of the left prefrontal cortex, the left posterior parietal cortex, and the hippocampus. J Cogn Neurosci 21(3):581–593PubMedCrossRef Oztekin I, McElree B, Staresina BP, Davachi L (2009) Working memory retrieval: contributions of the left prefrontal cortex, the left posterior parietal cortex, and the hippocampus. J Cogn Neurosci 21(3):581–593PubMedCrossRef
45.
go back to reference Izaki Y, Takita M, Akema T (2008) Specific role of the posterior dorsal hippocampus-prefrontal cortex in short-term working memory. Eur J Neurosci 27(11):3029–3034PubMedCrossRef Izaki Y, Takita M, Akema T (2008) Specific role of the posterior dorsal hippocampus-prefrontal cortex in short-term working memory. Eur J Neurosci 27(11):3029–3034PubMedCrossRef
46.
go back to reference Allen MD, Bigler ED, Larsen J, Goodrich-Hunsaker NJ, Hopkins RO (2007) Functional neuroimaging evidence for high cognitive effort on the Word Memory Test in the absence of external incentives. Brain Inj 21(13–14):1425–1428PubMedCrossRef Allen MD, Bigler ED, Larsen J, Goodrich-Hunsaker NJ, Hopkins RO (2007) Functional neuroimaging evidence for high cognitive effort on the Word Memory Test in the absence of external incentives. Brain Inj 21(13–14):1425–1428PubMedCrossRef
47.
go back to reference Honey GD, Fu CH, Kim J, Brammer MJ, Croudace TJ, Suckling J, Pich EM, Williams SC, Bullmore ET (2002) Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data. Neuroimage 17(2):573–582PubMedCrossRef Honey GD, Fu CH, Kim J, Brammer MJ, Croudace TJ, Suckling J, Pich EM, Williams SC, Bullmore ET (2002) Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data. Neuroimage 17(2):573–582PubMedCrossRef
48.
go back to reference Wolf RC, Plichta MM, Sambataro F, Fallgatter AJ, Jacob C, Lesch KP, Herrmann MJ, Schönfeldt-Lecuona C, Connemann BJ, Grön G, Vasic N (2009) Regional brain activation changes and abnormal functional connectivity of the ventrolateral prefrontal cortex during working memory processing in adults with attention-deficit/hyperactivity disorder. Hum Brain Mapp 30(7):2252–2266PubMedCrossRef Wolf RC, Plichta MM, Sambataro F, Fallgatter AJ, Jacob C, Lesch KP, Herrmann MJ, Schönfeldt-Lecuona C, Connemann BJ, Grön G, Vasic N (2009) Regional brain activation changes and abnormal functional connectivity of the ventrolateral prefrontal cortex during working memory processing in adults with attention-deficit/hyperactivity disorder. Hum Brain Mapp 30(7):2252–2266PubMedCrossRef
49.
go back to reference Duerden EG, Tannock R, Dockstader C (2012) Altered cortical morphology in sensorimotor processing regions in adolescents and adults with attention-deficit/hyperactivity disorder. Brain Res 1445:82–91PubMedCrossRef Duerden EG, Tannock R, Dockstader C (2012) Altered cortical morphology in sensorimotor processing regions in adolescents and adults with attention-deficit/hyperactivity disorder. Brain Res 1445:82–91PubMedCrossRef
50.
go back to reference O’Hare ED, Lu LH, Houston SM, Bookheimer SY, Sowell ER (2008) Neurodevelopmental changes in verbal working memory load-dependency: an fMRI investigation. Neuroimage 42(4):1678–1685PubMedCrossRef O’Hare ED, Lu LH, Houston SM, Bookheimer SY, Sowell ER (2008) Neurodevelopmental changes in verbal working memory load-dependency: an fMRI investigation. Neuroimage 42(4):1678–1685PubMedCrossRef
51.
go back to reference Fusser F, Linden DE, Rahm B, Hampel H, Haenschel C, Mayer JS (2011) Common capacity-limited neural mechanisms of selective attention and spatial working memory encoding. Eur J Neurosci 34(5):827–838PubMedCrossRef Fusser F, Linden DE, Rahm B, Hampel H, Haenschel C, Mayer JS (2011) Common capacity-limited neural mechanisms of selective attention and spatial working memory encoding. Eur J Neurosci 34(5):827–838PubMedCrossRef
52.
go back to reference Meiron O, Lavidor M (2012) Unilateral prefrontal direct current stimulation effects are modulated by working memory load and gender. Brain Stimul [Epub ahead of print] Meiron O, Lavidor M (2012) Unilateral prefrontal direct current stimulation effects are modulated by working memory load and gender. Brain Stimul [Epub ahead of print]
53.
go back to reference Gerton BK, Brown TT, Meyer-Lindenberg A, Kohn P, Holt JL, Olsen RK, Berman KF (2004) Shared and distinct neurophysiological components of the digits forward and backward tasks as revealed by functional neuroimaging. Neuropsychologia 42(13):1781–1787PubMedCrossRef Gerton BK, Brown TT, Meyer-Lindenberg A, Kohn P, Holt JL, Olsen RK, Berman KF (2004) Shared and distinct neurophysiological components of the digits forward and backward tasks as revealed by functional neuroimaging. Neuropsychologia 42(13):1781–1787PubMedCrossRef
54.
go back to reference Jones SR, Fernyhough C (2007) Neural correlates of inner speech and auditory verbal hallucinations: a critical review and theoretical integration. Clin Psychol Rev 27(2):140–154PubMedCrossRef Jones SR, Fernyhough C (2007) Neural correlates of inner speech and auditory verbal hallucinations: a critical review and theoretical integration. Clin Psychol Rev 27(2):140–154PubMedCrossRef
55.
go back to reference Mayer JS, Bittner RA, Nikolić D, Bledowski C, Goebel R, Linden DE (2007) Common neural substrates for visual working memory and attention. Neuroimage 36(2):441–453PubMedCrossRef Mayer JS, Bittner RA, Nikolić D, Bledowski C, Goebel R, Linden DE (2007) Common neural substrates for visual working memory and attention. Neuroimage 36(2):441–453PubMedCrossRef
56.
go back to reference Dickstein SG, Bannon K, Castellanos FX, Milham MP (2006) The neural correlates of attention deficit hyperactivity disorder: an ALE meta-analysis. J Child Psychol Psychiatry 47(10):1051–1062PubMedCrossRef Dickstein SG, Bannon K, Castellanos FX, Milham MP (2006) The neural correlates of attention deficit hyperactivity disorder: an ALE meta-analysis. J Child Psychol Psychiatry 47(10):1051–1062PubMedCrossRef
57.
go back to reference Palva JM, Monto S, Kulashekhar S, Palva S (2010) Neuronal synchrony reveals working memory networks and predicts individual memory capacity. Proc Natl Acad Sci USA 107(16):7580–7585PubMedCrossRef Palva JM, Monto S, Kulashekhar S, Palva S (2010) Neuronal synchrony reveals working memory networks and predicts individual memory capacity. Proc Natl Acad Sci USA 107(16):7580–7585PubMedCrossRef
58.
go back to reference Nagel BJ, Ohannessian A, Cummins K (2007) Performance dissociation during verbal and spatial working memory tasks. Percept Mot Skills 105(1):243–250PubMedCrossRef Nagel BJ, Ohannessian A, Cummins K (2007) Performance dissociation during verbal and spatial working memory tasks. Percept Mot Skills 105(1):243–250PubMedCrossRef
Metadata
Title
Brain activation deficit in increased-load working memory tasks among adults with ADHD using fMRI
Authors
Chih-Hung Ko
Ju-Yu Yen
Cheng-Fang Yen
Cheng-Sheng Chen
Wei-Chen Lin
Peng-Wei Wang
Gin-Chung Liu
Publication date
01-10-2013
Publisher
Springer Berlin Heidelberg
Published in
European Archives of Psychiatry and Clinical Neuroscience / Issue 7/2013
Print ISSN: 0940-1334
Electronic ISSN: 1433-8491
DOI
https://doi.org/10.1007/s00406-013-0407-2

Other articles of this Issue 7/2013

European Archives of Psychiatry and Clinical Neuroscience 7/2013 Go to the issue