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Published in: Journal of Inherited Metabolic Disease 5/2012

01-09-2012 | Original Article

Decreased functional brain connectivity in individuals with early-treated phenylketonuria: evidence from resting state fMRI

Authors: Shawn E. Christ, Amanda J. Moffitt, Dawn Peck, Desirée A. White, Joseph Hilgard

Published in: Journal of Inherited Metabolic Disease | Issue 5/2012

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Abstract

Previous histological and neuroimaging studies have documented structural abnormalities in the white matter of the brain in individuals with early-treated phenylketonuria (ETPKU). It remains unclear, however, the extent to which the function of the brain’s interconnections are impacted by this condition. Presently, we utilized functional magnetic resonance imaging (fMRI) to evaluate the synchronization of neural signals (i.e., functional connectivity) among brain regions comprising the default mode network (DMN) in a sample of 11 individuals with ETPKU and 11 age- and gender-matched neurologically intact controls. The DMN is a group of interconnected brain regions that are known to be generally more active during rest than during task performance. Data analysis revealed decreased functional connectivity among DMN regions for the ETPKU group compared with the control group. Within the PKU group, we also found a significant relationship between blood phenylalanine (phe) levels and the functional connectivity between select regions of the DMN. In conjunction with findings from another recent fMRI study (Christ, Moffitt et al. 2010), the present results suggest that ETPKU-related deficiencies in functional connectivity are pervasive. The current findings also provide initial evidence that the extent of such impairment may be moderated in part by blood phe levels.
Literature
go back to reference Anderson PJ, Leuzzi V (2010) White matter pathology in phenylketonuria. Mol Genet Metab 99(Suppl 1):S3–S9PubMedCrossRef Anderson PJ, Leuzzi V (2010) White matter pathology in phenylketonuria. Mol Genet Metab 99(Suppl 1):S3–S9PubMedCrossRef
go back to reference Anderson P, Wood S, Francis D et al (2004) Neuropsychological functioning in children with early-treated phenylketonuria: impact of white matter abnormalities. Dev Med Child Neurol 46(4):230–238PubMedCrossRef Anderson P, Wood S, Francis D et al (2004) Neuropsychological functioning in children with early-treated phenylketonuria: impact of white matter abnormalities. Dev Med Child Neurol 46(4):230–238PubMedCrossRef
go back to reference Binder JR, Frost JA, Hammeke TA, Bellgowan PS, Rao SM, Cox RW (1999) Conceptual processing during the conscious resting state. A functional MRI study. J Cogn Neurosci 11(1):80–95PubMedCrossRef Binder JR, Frost JA, Hammeke TA, Bellgowan PS, Rao SM, Cox RW (1999) Conceptual processing during the conscious resting state. A functional MRI study. J Cogn Neurosci 11(1):80–95PubMedCrossRef
go back to reference Brumm VL, Grant ML (2010) The role of intelligence in phenylketonuria: a review of research and management. Mol Genet Metab 99(Suppl 1):S18–S21PubMedCrossRef Brumm VL, Grant ML (2010) The role of intelligence in phenylketonuria: a review of research and management. Mol Genet Metab 99(Suppl 1):S18–S21PubMedCrossRef
go back to reference Buckner RL, Carroll DC (2007) Self-projection and the brain. Trends in Cognitive Sciences 11(2):49–57PubMedCrossRef Buckner RL, Carroll DC (2007) Self-projection and the brain. Trends in Cognitive Sciences 11(2):49–57PubMedCrossRef
go back to reference Christ SE, Huijbregts SCJ, de Sonneville LMJ, White DA (2010a) Executive function in early-treated phenylketonuria: profile and underlying mechanisms. Mol Genet Metab 99(Suppl 1):S22–S32PubMedCrossRef Christ SE, Huijbregts SCJ, de Sonneville LMJ, White DA (2010a) Executive function in early-treated phenylketonuria: profile and underlying mechanisms. Mol Genet Metab 99(Suppl 1):S22–S32PubMedCrossRef
go back to reference Christ SE, Moffitt AJ, Peck D (2010b) Disruption of prefrontal function and connectivity in individuals with phenylketonuria. Mol Genet Metab 99(Suppl 1):S33–S40PubMedCrossRef Christ SE, Moffitt AJ, Peck D (2010b) Disruption of prefrontal function and connectivity in individuals with phenylketonuria. Mol Genet Metab 99(Suppl 1):S33–S40PubMedCrossRef
go back to reference Cleary MA, Walter J, Wraith J et al (1994) Magnetic resonance imaging of the brain in phenylketonuria. Lancet 344:87–90PubMedCrossRef Cleary MA, Walter J, Wraith J et al (1994) Magnetic resonance imaging of the brain in phenylketonuria. Lancet 344:87–90PubMedCrossRef
go back to reference Cleary MA, Walter JH, Wraith JE, White F, Tyler K, Jenkins JP (1995) Magnetic resonance imaging in phenylketonuria: reversal of cerebral white matter change. J Pediatr 127(2):251–255PubMedCrossRef Cleary MA, Walter JH, Wraith JE, White F, Tyler K, Jenkins JP (1995) Magnetic resonance imaging in phenylketonuria: reversal of cerebral white matter change. J Pediatr 127(2):251–255PubMedCrossRef
go back to reference Forman S, Cohen J, Fitzgerald M, Eddy W, Mintun M, Noll D (1995) Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold. Magn Reson Med 33:636–647PubMedCrossRef Forman S, Cohen J, Fitzgerald M, Eddy W, Mintun M, Noll D (1995) Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold. Magn Reson Med 33:636–647PubMedCrossRef
go back to reference Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 102(27):9673–9678PubMedCentralPubMedCrossRef Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 102(27):9673–9678PubMedCentralPubMedCrossRef
go back to reference Goebel R, Esposito F, Formisano E (2006) Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: From single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Hum Brain Mapp 27:392–401PubMedCrossRef Goebel R, Esposito F, Formisano E (2006) Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: From single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Hum Brain Mapp 27:392–401PubMedCrossRef
go back to reference Greicius MD, Supekar K, Menon V, Dougherty RF (2009) Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb Cortex 19(1):72–78PubMedCentralPubMedCrossRef Greicius MD, Supekar K, Menon V, Dougherty RF (2009) Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb Cortex 19(1):72–78PubMedCentralPubMedCrossRef
go back to reference Gusnard DA, Raichle ME (2001) Searching for a baseline: Functional imaging and the resting human brain. Nat Rev Neurosci 2:685–694PubMedCrossRef Gusnard DA, Raichle ME (2001) Searching for a baseline: Functional imaging and the resting human brain. Nat Rev Neurosci 2:685–694PubMedCrossRef
go back to reference Güttler F, Lou H (1986) Dietary problems of phenylketonuria: effect on CNS transmitters and their possible role in behaviour and neuropsychological function. J Inherit Metab Dis 9(Suppl 2):169–177PubMedCrossRef Güttler F, Lou H (1986) Dietary problems of phenylketonuria: effect on CNS transmitters and their possible role in behaviour and neuropsychological function. J Inherit Metab Dis 9(Suppl 2):169–177PubMedCrossRef
go back to reference Hampson M, Driesen NR, Skudlarski P, Gore JC, Constable RT (2006) Brain connectivity related to working memory performance. J Neuroscience 26(51):13338–13343PubMedCrossRef Hampson M, Driesen NR, Skudlarski P, Gore JC, Constable RT (2006) Brain connectivity related to working memory performance. J Neuroscience 26(51):13338–13343PubMedCrossRef
go back to reference Holodny AI, Schulder M, Liu WC, Maldjian JA, Kalnin AJ (1999) Decreased BOLD functional MR activation of the motor and sensory cortices adjacent to a glioblastoma multiforme: implications for image- guided neurosurgery. Am J Neuroradiol 20:609–612PubMed Holodny AI, Schulder M, Liu WC, Maldjian JA, Kalnin AJ (1999) Decreased BOLD functional MR activation of the motor and sensory cortices adjacent to a glioblastoma multiforme: implications for image- guided neurosurgery. Am J Neuroradiol 20:609–612PubMed
go back to reference Hughes JV, Johnson TC (1978) Experimentally induced and natural recovery from the effects of phenylalanine on brain protein synthesis. Biochimica Et Biophysica Acta 517(2):473–485PubMedCrossRef Hughes JV, Johnson TC (1978) Experimentally induced and natural recovery from the effects of phenylalanine on brain protein synthesis. Biochimica Et Biophysica Acta 517(2):473–485PubMedCrossRef
go back to reference Jervis GA (1953) Phenylpyruvic oligophrenia deficiency of phenylalanine-oxidizing system. Proc Soc Exp Biol Med 82(3):514–515PubMed Jervis GA (1953) Phenylpyruvic oligophrenia deficiency of phenylalanine-oxidizing system. Proc Soc Exp Biol Med 82(3):514–515PubMed
go back to reference Mazoyer B, Zago L, Mellet E et al (2001) Cortical networks for working memory and executive functions sustain the conscious resting state in man. Brain Res Bull 54(3):287–298PubMedCrossRef Mazoyer B, Zago L, Mellet E et al (2001) Cortical networks for working memory and executive functions sustain the conscious resting state in man. Brain Res Bull 54(3):287–298PubMedCrossRef
go back to reference Paine R (1957) The variability in manifestations of untreated patients with phenylketonuria (phenylpyruvic aciduria). Pediatrics 20:290–331PubMed Paine R (1957) The variability in manifestations of untreated patients with phenylketonuria (phenylpyruvic aciduria). Pediatrics 20:290–331PubMed
go back to reference Psychological Corporation (1999) Wechsler Abbreviated Scale of Intelligence. Psychological Corporation, San Antonio, TX Psychological Corporation (1999) Wechsler Abbreviated Scale of Intelligence. Psychological Corporation, San Antonio, TX
go back to reference Ribas GS, Sitta A, Wajner M, Vargas CR (2011) Oxidative Stress in Phenylketonuria: What is the Evidence? Cell Mol Neurobiol 31(5):653–662PubMedCrossRef Ribas GS, Sitta A, Wajner M, Vargas CR (2011) Oxidative Stress in Phenylketonuria: What is the Evidence? Cell Mol Neurobiol 31(5):653–662PubMedCrossRef
go back to reference Sharman R, Sullivan K, Young R, McGill J (2010) A preliminary investigation of the role of the phenylalanine:tyrosine ratio in children with early and continuously treated phenylketonuria: toward identification of “safe” levels. Dev Neuropsychol 35(1):57–65PubMedCrossRef Sharman R, Sullivan K, Young R, McGill J (2010) A preliminary investigation of the role of the phenylalanine:tyrosine ratio in children with early and continuously treated phenylketonuria: toward identification of “safe” levels. Dev Neuropsychol 35(1):57–65PubMedCrossRef
go back to reference Shulman GL, Corbetta M, Fiez JA et al (1997) Searching for activations that generalize over tasks. Hum Brain Mapp 5(4):317–322PubMedCrossRef Shulman GL, Corbetta M, Fiez JA et al (1997) Searching for activations that generalize over tasks. Hum Brain Mapp 5(4):317–322PubMedCrossRef
go back to reference Talairach J, Tournoux P (1988) Co-planar sterotaxic atlas of the human brain. Thieme, New York Talairach J, Tournoux P (1988) Co-planar sterotaxic atlas of the human brain. Thieme, New York
go back to reference Thompson AJ, Smith I, Brenton D, Youl BD, Rylance G, Davidson DC, Kendall B et al (1990) Neurological deterioration in young adults with phenylketonuria. Lancet 336(8715):602–605PubMedCrossRef Thompson AJ, Smith I, Brenton D, Youl BD, Rylance G, Davidson DC, Kendall B et al (1990) Neurological deterioration in young adults with phenylketonuria. Lancet 336(8715):602–605PubMedCrossRef
go back to reference van den Heuvel MP, Hulshoff Pol HE (2010) Exploring the brain network: a review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol 20(8):519–534PubMedCrossRef van den Heuvel MP, Hulshoff Pol HE (2010) Exploring the brain network: a review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol 20(8):519–534PubMedCrossRef
go back to reference Waisbren SE, Noel K, Fahrbach K et al (2007) Phenylalanine blood levels and clinical outcomes in phenylketonuria: a systematic literature review and meta-analysis. Mol Genet Metab 92(1–2):63–70PubMedCrossRef Waisbren SE, Noel K, Fahrbach K et al (2007) Phenylalanine blood levels and clinical outcomes in phenylketonuria: a systematic literature review and meta-analysis. Mol Genet Metab 92(1–2):63–70PubMedCrossRef
go back to reference Wang J, Zuo X, He Y (2010) Graph-based network analysis of resting-state functional MRI. Front Syst Neurosci 4:1–14 Wang J, Zuo X, He Y (2010) Graph-based network analysis of resting-state functional MRI. Front Syst Neurosci 4:1–14
go back to reference White DA, Connor LT, Nardos B et al (2010) Age-related decline in the microstructural integrity of white matter in children with early- and continuously-treated PKU: a DTI study of the corpus callosum. Mol Genet Metab 99(Suppl 1):S41–S46PubMedCentralPubMedCrossRef White DA, Connor LT, Nardos B et al (2010) Age-related decline in the microstructural integrity of white matter in children with early- and continuously-treated PKU: a DTI study of the corpus callosum. Mol Genet Metab 99(Suppl 1):S41–S46PubMedCentralPubMedCrossRef
Metadata
Title
Decreased functional brain connectivity in individuals with early-treated phenylketonuria: evidence from resting state fMRI
Authors
Shawn E. Christ
Amanda J. Moffitt
Dawn Peck
Desirée A. White
Joseph Hilgard
Publication date
01-09-2012
Publisher
Springer Netherlands
Published in
Journal of Inherited Metabolic Disease / Issue 5/2012
Print ISSN: 0141-8955
Electronic ISSN: 1573-2665
DOI
https://doi.org/10.1007/s10545-011-9439-9

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