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Published in: Brain Structure and Function 1/2015

01-01-2015 | Original Article

Functional changes during working memory in Huntington’s disease: 30-month longitudinal data from the IMAGE-HD study

Authors: Govinda R. Poudel, Julie C. Stout, Juan F. Domínguez D, Marcus A. Gray, Louisa Salmon, Andrew Churchyard, Phyllis Chua, Beth Borowsky, Gary F. Egan, Nellie Georgiou-Karistianis

Published in: Brain Structure and Function | Issue 1/2015

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Abstract

We characterized 30-month longitudinal change in functional activation and connectivity during working memory in premanifest (pre-HD) and symptomatic (symp-HD) Huntington’s disease (HD). In a case–control longitudinal study (baseline, 18 months, and 30 months), we compared change in fMRI activity over time during working memory in 22 pre-HD, 11 symp-HD, and 20 control participants. Outcome measures were BOLD (blood-oxygen-level-dependent) activity during 1-BACK and 2-BACK working memory and functional connectivity between dorsolateral prefrontal cortex (DLPFC) and caudate. Compared with controls, the pre-HD group showed significantly increased activation longitudinally during 1-BACK in the left DLPFC and medial frontal cortex, and further increased activation during 2-BACK in the bilateral caudate, putamen, and temporal cortex. Longitudinal change in symp-HD was not significantly different from controls. Longitudinal changes in pre-HD were associated with disease burden and years to onset. The pre-HD group showed longitudinal decreased functional connectivity between left DLPFC and caudate during both 1-BACK and 2-BACK performance. We provide an evidence for longitudinal changes in BOLD activity during working memory prior to clinical manifestations of HD. The ability to increase activation in the prefrontal cortex over time may represent an early compensatory response during the premanifest stage, which may reflect an early marker for clinically relevant functional changes in HD.
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Literature
go back to reference Anderson KE, Perera GM, Hilton J, Zubin N, Dela Paz R, Stern Y (2002) Functional magnetic resonance imaging study of word recognition in normal elders. Prog Neuropsychopharmacol Biol Psychiatry 26:647–650PubMedCrossRef Anderson KE, Perera GM, Hilton J, Zubin N, Dela Paz R, Stern Y (2002) Functional magnetic resonance imaging study of word recognition in normal elders. Prog Neuropsychopharmacol Biol Psychiatry 26:647–650PubMedCrossRef
go back to reference Berryhill ME, Olson IR (2008) Is the posterior parietal lobe involved in working memory retrieval? Evidence from patients with bilateral parietal lobe damage. Neuropsychologia 46:1775–1786PubMedCentralPubMedCrossRef Berryhill ME, Olson IR (2008) Is the posterior parietal lobe involved in working memory retrieval? Evidence from patients with bilateral parietal lobe damage. Neuropsychologia 46:1775–1786PubMedCentralPubMedCrossRef
go back to reference Callicott JH, Egan MF, Mattay VS, Bertolino A, Bone AD, Verchinksi B, Weinberger DR (2003) Abnormal fMRI response of the dorsolateral prefrontal cortex in cognitively intact siblings of patients with schizophrenia. Am J Psychiatry 160:709–719PubMedCrossRef Callicott JH, Egan MF, Mattay VS, Bertolino A, Bone AD, Verchinksi B, Weinberger DR (2003) Abnormal fMRI response of the dorsolateral prefrontal cortex in cognitively intact siblings of patients with schizophrenia. Am J Psychiatry 160:709–719PubMedCrossRef
go back to reference Coull JT, Nobre AC (1998) Where and when to pay attention: the neural systems for directing attention to spatial locations and to time intervals as revealed by both PET and fMRI. J Neurosci 18:7426–7435PubMed Coull JT, Nobre AC (1998) Where and when to pay attention: the neural systems for directing attention to spatial locations and to time intervals as revealed by both PET and fMRI. J Neurosci 18:7426–7435PubMed
go back to reference Georgiou-Karistianis N, Gray MA, Domínguez D JF, Dymowski AR, Bohanna I, Johnston LA, Churchyard A, Chua P, Stout JC et al (2013) Automated differentiation of pre-diagnosis Huntington’s disease from healthy control individuals based on quadratic discriminant analysis of the basal ganglia: the IMAGE-HD study. Neurobiol Dis 51:82–92PubMedCrossRef Georgiou-Karistianis N, Gray MA, Domínguez D JF, Dymowski AR, Bohanna I, Johnston LA, Churchyard A, Chua P, Stout JC et al (2013) Automated differentiation of pre-diagnosis Huntington’s disease from healthy control individuals based on quadratic discriminant analysis of the basal ganglia: the IMAGE-HD study. Neurobiol Dis 51:82–92PubMedCrossRef
go back to reference Gray MA, Egan GF, Ando A, Churchyard A, Chua P, Stout JC, Georgiou-Karistianis N (2013) Prefrontal activity in Huntington’s disease reflects cognitive and neuropsychiatric disturbances: the IMAGE-HD study. Exp Neurol 239:218–228PubMedCrossRef Gray MA, Egan GF, Ando A, Churchyard A, Chua P, Stout JC, Georgiou-Karistianis N (2013) Prefrontal activity in Huntington’s disease reflects cognitive and neuropsychiatric disturbances: the IMAGE-HD study. Exp Neurol 239:218–228PubMedCrossRef
go back to reference Gusnard DA, Akbudak E, Shulman GL, Raichle ME (2001) Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci USA 98:4259–4264PubMedCentralPubMedCrossRef Gusnard DA, Akbudak E, Shulman GL, Raichle ME (2001) Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci USA 98:4259–4264PubMedCentralPubMedCrossRef
go back to reference Hacker C, Perlmutter J, Criswell S, Ances B, Snyder A (2012) Resting state functional connectivity of the striatum in Parkinson’s disease. Brain Hacker C, Perlmutter J, Criswell S, Ances B, Snyder A (2012) Resting state functional connectivity of the striatum in Parkinson’s disease. Brain
go back to reference Han SD, Bangen KJ, Bondi MW (2009) Functional magnetic resonance imaging of compensatory neural recruitment in aging and risk for Alzheimer’s disease: review and recommendations. Dement Geriatr Cogn Disord 27:1–10PubMedCentralPubMedCrossRef Han SD, Bangen KJ, Bondi MW (2009) Functional magnetic resonance imaging of compensatory neural recruitment in aging and risk for Alzheimer’s disease: review and recommendations. Dement Geriatr Cogn Disord 27:1–10PubMedCentralPubMedCrossRef
go back to reference Jolles DD, Grol MJ, Van Buchem MA, Rombouts SA, Crone EA (2010) Practice effects in the brain: changes in cerebral activation after working memory practice depend on task demands. NeuroImage 52:658–668PubMedCrossRef Jolles DD, Grol MJ, Van Buchem MA, Rombouts SA, Crone EA (2010) Practice effects in the brain: changes in cerebral activation after working memory practice depend on task demands. NeuroImage 52:658–668PubMedCrossRef
go back to reference Kloppel S, Draganski B, Golding CV, Chu C, Nagy Z, Cook PA, Hicks SL, Kennard C, Alexander DC et al (2008) White matter connections reflect changes in voluntary-guided saccades in pre-symptomatic Huntington’s disease. Brain 131:196–204PubMedCrossRef Kloppel S, Draganski B, Golding CV, Chu C, Nagy Z, Cook PA, Hicks SL, Kennard C, Alexander DC et al (2008) White matter connections reflect changes in voluntary-guided saccades in pre-symptomatic Huntington’s disease. Brain 131:196–204PubMedCrossRef
go back to reference Kloppel S, Draganski B, Siebner HR, Tabrizi SJ, Weiller C, Frackowiak RS (2009) Functional compensation of motor function in pre-symptomatic Huntington’s disease. Brain 132:1624–1632PubMedCentralPubMedCrossRef Kloppel S, Draganski B, Siebner HR, Tabrizi SJ, Weiller C, Frackowiak RS (2009) Functional compensation of motor function in pre-symptomatic Huntington’s disease. Brain 132:1624–1632PubMedCentralPubMedCrossRef
go back to reference Laatsch LK, Thulborn KR, Krisky CM, Shobat DM, Sweeney JA (2004) Investigating the neurobiological basis of cognitive rehabilitation therapy with fMRI. Brain Inj 18:957–974PubMedCrossRef Laatsch LK, Thulborn KR, Krisky CM, Shobat DM, Sweeney JA (2004) Investigating the neurobiological basis of cognitive rehabilitation therapy with fMRI. Brain Inj 18:957–974PubMedCrossRef
go back to reference Langbehn DR, Brinkman RR, Falush D, Paulsen JS, Hayden MR (2004) A new model for prediction of the age of onset and penetrance for Huntington’s disease based on CAG length. Clin Genet 65:267–277PubMedCrossRef Langbehn DR, Brinkman RR, Falush D, Paulsen JS, Hayden MR (2004) A new model for prediction of the age of onset and penetrance for Huntington’s disease based on CAG length. Clin Genet 65:267–277PubMedCrossRef
go back to reference Miller BR, Bezprozvanny I (2010) Corticostriatal circuit dysfunction in Huntington’s disease: intersection of glutamate, dopamine and calcium. Future Neurol 5:735–756PubMedCentralPubMedCrossRef Miller BR, Bezprozvanny I (2010) Corticostriatal circuit dysfunction in Huntington’s disease: intersection of glutamate, dopamine and calcium. Future Neurol 5:735–756PubMedCentralPubMedCrossRef
go back to reference Nelson HE, Willison J, Owen AM (1992) National adult reading test, 2nd edition. Int J Geriatr Psychiatry 7:533 Nelson HE, Willison J, Owen AM (1992) National adult reading test, 2nd edition. Int J Geriatr Psychiatry 7:533
go back to reference Oldfield RC (1971) The assessment and analysis of handedness: the edinburgh inventory. Neuropsychologia 9:97–113PubMedCrossRef Oldfield RC (1971) The assessment and analysis of handedness: the edinburgh inventory. Neuropsychologia 9:97–113PubMedCrossRef
go back to reference Paulsen JS, Zimbelman JL, Hinton SC, Langbehn DR, Leveroni CL, Benjamin ML, Reynolds NC, Rao SM (2004) fMRI biomarker of early neuronal dysfunction in presymptomatic Huntington’s Disease. Am J Neuroradiol 25:1715–1721PubMed Paulsen JS, Zimbelman JL, Hinton SC, Langbehn DR, Leveroni CL, Benjamin ML, Reynolds NC, Rao SM (2004) fMRI biomarker of early neuronal dysfunction in presymptomatic Huntington’s Disease. Am J Neuroradiol 25:1715–1721PubMed
go back to reference Penney JB Jr, Vonsattel JP, MacDonald ME, Gusella JF, Myers RH (1997) CAG repeat number governs the development rate of pathology in Huntington’s disease. Ann Neurol 41:689–692PubMedCrossRef Penney JB Jr, Vonsattel JP, MacDonald ME, Gusella JF, Myers RH (1997) CAG repeat number governs the development rate of pathology in Huntington’s disease. Ann Neurol 41:689–692PubMedCrossRef
go back to reference Stout JC, Paulsen JS, Queller S, Solomon AC, Whitlock KB, Campbell JC, Carlozzi N, Duff K, Beglinger LJ et al (2011) Neurocognitive signs in prodromal Huntington disease. Neuropsychology 25:1–14PubMedCentralPubMedCrossRef Stout JC, Paulsen JS, Queller S, Solomon AC, Whitlock KB, Campbell JC, Carlozzi N, Duff K, Beglinger LJ et al (2011) Neurocognitive signs in prodromal Huntington disease. Neuropsychology 25:1–14PubMedCentralPubMedCrossRef
go back to reference Tabrizi SJ, Langbehn DR, Leavitt BR, Roos RA, Durr A, Craufurd D, Kennard C, Hicks SL, Fox NC et al (2009) Biological and clinical manifestations of Huntington’s disease in the longitudinal TRACK-HD study: cross-sectional analysis of baseline data. Lancet Neurol 8:791–801PubMedCentralPubMedCrossRef Tabrizi SJ, Langbehn DR, Leavitt BR, Roos RA, Durr A, Craufurd D, Kennard C, Hicks SL, Fox NC et al (2009) Biological and clinical manifestations of Huntington’s disease in the longitudinal TRACK-HD study: cross-sectional analysis of baseline data. Lancet Neurol 8:791–801PubMedCentralPubMedCrossRef
go back to reference Tabrizi SJ, Scahill RI, Durr A, Roos RA, Leavitt BR, Jones R, Landwehrmeyer GB, Fox NC, Johnson H et al (2011) Biological and clinical changes in premanifest and early stage Huntington’s disease in the TRACK-HD study: the 12-month longitudinal analysis. Lancet Neurol 10:31–42PubMedCrossRef Tabrizi SJ, Scahill RI, Durr A, Roos RA, Leavitt BR, Jones R, Landwehrmeyer GB, Fox NC, Johnson H et al (2011) Biological and clinical changes in premanifest and early stage Huntington’s disease in the TRACK-HD study: the 12-month longitudinal analysis. Lancet Neurol 10:31–42PubMedCrossRef
go back to reference Tessitore A, Esposito F, Vitale C, Santangelo G, Amboni M, Russo A, Corbo D, Cirillo G, Barone P et al (2012) Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease. Neurology 79:2226–2232PubMedCrossRef Tessitore A, Esposito F, Vitale C, Santangelo G, Amboni M, Russo A, Corbo D, Cirillo G, Barone P et al (2012) Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease. Neurology 79:2226–2232PubMedCrossRef
go back to reference Thiruvady DR, Georgiou-Karistianis N, Egan GF, Ray S, Sritharan A, Farrow M, Churchyard A, Chua P, Bradshaw JL et al (2007) Functional connectivity of the prefrontal cortex in Huntington’s disease. J Neurol Neurosurg Psychiatry 78:127–133PubMedCentralPubMedCrossRef Thiruvady DR, Georgiou-Karistianis N, Egan GF, Ray S, Sritharan A, Farrow M, Churchyard A, Chua P, Bradshaw JL et al (2007) Functional connectivity of the prefrontal cortex in Huntington’s disease. J Neurol Neurosurg Psychiatry 78:127–133PubMedCentralPubMedCrossRef
go back to reference Threlkeld ZD, Jicha GA, Smith CD, Gold BT (2011) Task deactivation reductions and atrophy within parietal default mode regions are overlapping but only weakly correlated in mild cognitive impairment. J Alzheimers Dis 27:415–427PubMedCentralPubMed Threlkeld ZD, Jicha GA, Smith CD, Gold BT (2011) Task deactivation reductions and atrophy within parietal default mode regions are overlapping but only weakly correlated in mild cognitive impairment. J Alzheimers Dis 27:415–427PubMedCentralPubMed
go back to reference Wolf RC, Vasic N, Schonfeldt-Lecuona C, Landwehrmeyer GB, Ecker D (2007) Dorsolateral prefrontal cortex dysfunction in presymptomatic Huntington’s disease: evidence from event-related fMRI. Brain 130:2845–2857PubMedCrossRef Wolf RC, Vasic N, Schonfeldt-Lecuona C, Landwehrmeyer GB, Ecker D (2007) Dorsolateral prefrontal cortex dysfunction in presymptomatic Huntington’s disease: evidence from event-related fMRI. Brain 130:2845–2857PubMedCrossRef
go back to reference Wolf RC, Sambataro F, Vasic N, Schönfeldt-Lecuona C, Ecker D, Landwehrmeyer B (2008a) Aberrant connectivity of lateral prefrontal networks in presymptomatic Huntington’s disease. Exp Neurol 213:137–144PubMedCrossRef Wolf RC, Sambataro F, Vasic N, Schönfeldt-Lecuona C, Ecker D, Landwehrmeyer B (2008a) Aberrant connectivity of lateral prefrontal networks in presymptomatic Huntington’s disease. Exp Neurol 213:137–144PubMedCrossRef
go back to reference Wolf RC, Sambataro F, Vasic N, Schönfeldt-Lecuona C, Ecker D, Landwehrmeyer B (2008b) Altered frontostriatal coupling in pre-manifest Huntington’s disease: effects of increasing cognitive load. Eur J Neurol 15:1180–1190PubMedCrossRef Wolf RC, Sambataro F, Vasic N, Schönfeldt-Lecuona C, Ecker D, Landwehrmeyer B (2008b) Altered frontostriatal coupling in pre-manifest Huntington’s disease: effects of increasing cognitive load. Eur J Neurol 15:1180–1190PubMedCrossRef
go back to reference Wolf RC, Vasic N, Carlos S-L, Ecker D, Landwehrmeyer GB (2009) Cortical dysfunction in patients with Huntington’s disease during working memory performance. Hum Brain Mapp 30:327–339PubMedCrossRef Wolf RC, Vasic N, Carlos S-L, Ecker D, Landwehrmeyer GB (2009) Cortical dysfunction in patients with Huntington’s disease during working memory performance. Hum Brain Mapp 30:327–339PubMedCrossRef
go back to reference Wolf RC, Sambataro F, Vasic N, Wolf ND, Thomann PA, Landwehrmeyer GB, Orth M (2011) Longitudinal functional magnetic resonance imaging of cognition in preclinical Huntington’s disease. Exp Neurol 231:214–222PubMedCrossRef Wolf RC, Sambataro F, Vasic N, Wolf ND, Thomann PA, Landwehrmeyer GB, Orth M (2011) Longitudinal functional magnetic resonance imaging of cognition in preclinical Huntington’s disease. Exp Neurol 231:214–222PubMedCrossRef
go back to reference Wolf RC, Grön G, Sambataro F, Vasic N, Wolf ND, Thomann PA, Saft C, Landwehrmeyer GB, Orth M (2012a) Brain activation and functional connectivity in premanifest Huntington’s disease during states of intrinsic and phasic alertness. Hum Brain Mapp 33:2161–2173PubMedCrossRef Wolf RC, Grön G, Sambataro F, Vasic N, Wolf ND, Thomann PA, Saft C, Landwehrmeyer GB, Orth M (2012a) Brain activation and functional connectivity in premanifest Huntington’s disease during states of intrinsic and phasic alertness. Hum Brain Mapp 33:2161–2173PubMedCrossRef
go back to reference Wolf RC, Sambataro F, Vasic N, Wolf ND, Thomann PA, Saft C, Landwehrmeyer GB, Orth M (2012b) Default-mode network changes in preclinical Huntington’s disease. Exp Neurol 237:191–198PubMedCrossRef Wolf RC, Sambataro F, Vasic N, Wolf ND, Thomann PA, Saft C, Landwehrmeyer GB, Orth M (2012b) Default-mode network changes in preclinical Huntington’s disease. Exp Neurol 237:191–198PubMedCrossRef
go back to reference Zimbelman JL, Paulsen JS, Mikos A, Reynolds NC, Hoffmann RG, Rao SM (2007) fMRI detection of early neural dysfunction in preclinical Huntington’s disease. J Int Neuropsychol Soc 13:758–769PubMedCrossRef Zimbelman JL, Paulsen JS, Mikos A, Reynolds NC, Hoffmann RG, Rao SM (2007) fMRI detection of early neural dysfunction in preclinical Huntington’s disease. J Int Neuropsychol Soc 13:758–769PubMedCrossRef
Metadata
Title
Functional changes during working memory in Huntington’s disease: 30-month longitudinal data from the IMAGE-HD study
Authors
Govinda R. Poudel
Julie C. Stout
Juan F. Domínguez D
Marcus A. Gray
Louisa Salmon
Andrew Churchyard
Phyllis Chua
Beth Borowsky
Gary F. Egan
Nellie Georgiou-Karistianis
Publication date
01-01-2015
Publisher
Springer Berlin Heidelberg
Published in
Brain Structure and Function / Issue 1/2015
Print ISSN: 1863-2653
Electronic ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-013-0670-z

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