Abstract
Rationale
Methylphenidate (MPH), the most widely prescribed psychostimulant to treat many neuropsychiatric conditions, is reported to improve attention and speed of processing in survivors of traumatic brain injury (TBI). The neural correlate of this efficacy, however, remains unclear.
Objective
Using perfusion functional magnetic resonance imaging (fMRI) as a biomarker of regional neural activity, the current study aimed to examine the neural correlates of single-dose (0.3 mg/kg) MPH administration in a randomized double-blind placebo-controlled crossover study design.
Methods
Twenty-three individuals with moderate to severe TBI were tested on two occasions approximately 1 week apart. Perfusion fMRI scanning was carried out at rest and while participants performed cognitive tasks requiring sustained attention and working memory.
Results
Behaviorally, MPH significantly improved both accuracy and reaction time (RT) in the sustained attention task but only RT in the working memory task. A trend of global reduction of cerebral blood flow by MPH was observed in all task conditions including resting. Voxel-wise whole-brain analysis revealed an interaction effect of drug by condition (MPH–placebo X task–rest) for the sustained attention task in the left posterior superior parietal cortex and parieto–occipital junction (BA 7/19). The magnitude of drug-related deactivation of this area during task performance was correlated with improvement in RT.
Conclusion
Suppression of activity in this area during task performance may reflect a compensatory mechanism by which MPH ameliorates attention impairments in TBI.
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References
Aguirre GK, Zarahn E, D'Esposito M (1998) The inferential impact of global signal covariates in functional neuroimaging analyses. NeuroImage 8:302–306
Aguirre GK, Detre JA, Zarahn E, Alsop DC (2002) Experimental design and the relative sensitivity of BOLD and perfusion fMRI. NeuroImage 15:488–500
Aman MG, Vamos M, Werry JS (1984) Effects of methylphenidate in normal adults with reference to drug action in hyperactivity. Aust N Z J Psychiatry 18:86–88
Auriel E, Hausdorff JM, Herman T, Simon ES, Giladi N (2006) Effects of methylphenidate on cognitive function and gait in patients with Parkinson's disease: a pilot study. Clin Neuropharmacol 29:15–17
Avants B, Schoenemann PT, Gee JC (2006) Lagrangian frame diffeomorphic image registration: morphometric comparison of human and chimpanzee cortex. Med Image Anal 10:397–412
Avants B, Epstein CL, Grossman M, Gee JC (2008) Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med Image Anal 12:26–41
Awh E, Jonides J, Smith EE, Schumacher EH, Koeppe RA, Katz S (1996) Dissociation of storage and rehearsal in verbal working memory: evidence from positron emission tomography. Psychol Sci 7:25–31
Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005) Investigations into resting-state connectivity using independent component analysis. Philosophical transactions of the Royal Society of London Series B. Biological sciences 360:1001–1013
Behrmann M, Geng JJ, Shomstein S (2004) Parietal cortex and attention. Curr Opin Neurobiol 14:212–217
Berridge CW, Devilbiss DM, Andrzejewski ME, Arnsten AF, Kelley AE, Schmeichel B, Hamilton C, Spencer RC (2006) Methylphenidate preferentially increases catecholamine neurotransmission within the prefrontal cortex at low doses that enhance cognitive function. Biol Psychiatry 60:1111–1120
Bullmore E, Suckling J, Zelaya F, Long C, Honey G, Reed L, Routledge C, Ng V, Fletcher P, Brown J, Williams SC (2003) Practice and difficulty evoke anatomically and pharmacologically dissociable brain activation dynamics. Cereb Cortex 13:144–154
Challman TD, Lipsky JJ (2000) Methylphenidate: its pharmacology and uses. Mayo Clin Proc 75:711–721
Clatworthy PL, Lewis SJ, Brichard L, Hong YT, Izquierdo D, Clark L, Cools R, Aigbirhio FI, Baron JC, Fryer TD, Robbins TW (2009) Dopamine release in dissociable striatal subregions predicts the different effects of oral methylphenidate on reversal learning and spatial working memory. J Neurosci 29:4690–4696
Cohen JD, Perlstein WM, Braver TS, Nystrom LE, Noll DC, Jonides J, Smith EE (1997) Temporal dynamics of brain activation during a working memory task. Nature 386:604–608
Colby CL, Gattass R, Olson CR, Gross CG (1988) Topographical organization of cortical afferents to extrastriate visual area PO in the macaque: a dual tracer study. J Comp Neurol 269:392–413
Corbetta M, Shulman GL (2002) Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci 3:201–215
Corbetta M, Patel G, Shulman GL (2008) The reorienting system of the human brain: from environment to theory of mind. Neuron 58:306–324
Coull JT, Frith CD, Frackowiak RS, Grasby PM (1996) A fronto-parietal network for rapid visual information processing: a PET study of sustained attention and working memory. Neuropsychologia 34:1085–1095
Coull JT, Frackowiak RS, Frith CD (1998) Monitoring for target objects: activation of right frontal and parietal cortices with increasing time on task. Neuropsychologia 36:1325–1334
Damoiseaux JS, Rombouts SA, Barkhof F, Scheltens P, Stam CJ, Smith SM, Beckmann CF (2006) Consistent resting-state networks across healthy subjects. Proc Natl Acad Sci U S A 103:13848–13853
Detre JA, Leigh JS, Williams DS, Koretsky AP (1992) Perfusion imaging. Magn Reson Med 23:37–45
Detre JA, Wang J, Wang Z, Rao H (2009) Arterial spin-labeled perfusion MRI in basic and clinical neuroscience. Curr Opin Neurol 22:348–355
Dodds CM, Muller U, Clark L, van Loon A, Cools R, Robbins TW (2008) Methylphenidate has differential effects on blood oxygenation level-dependent signal related to cognitive subprocesses of reversal learning. J Neurosci 28:5976–5982
Epstein JN, Casey BJ, Tonev ST, Davidson MC, Reiss AL, Garrett A, Hinshaw SP, Greenhill LL, Glover G, Shafritz KM, Vitolo A, Kotler LA, Jarrett MA, Spicer J (2007) ADHD- and medication-related brain activation effects in concordantly affected parent–child dyads with ADHD. J Child Psychol Psychiatry 48:899–913
Friston KJ, Ashburner J, Frith CD, Poline J, Heather JD, Frackowiak R (1995) Spatial registration and normalization of images. Hum Brain Mapp 3:165–189
Goldstein RZ, Volkow ND (2011) Oral methylphenidate normalizes cingulate activity and decreases impulsivity in cocaine addiction during an emotionally salient cognitive task. Neuropsychopharmacology 36:366–367
Goldstein RZ, Woicik PA, Maloney T, Tomasi D, Alia-Klein N, Shan J, Honorio J, Samaras D, Wang R, Telang F, Wang GJ, Volkow ND (2010) Oral methylphenidate normalizes cingulate activity in cocaine addiction during a salient cognitive task. Proc Natl Acad Sci U S A 107:16667–16672
Gualtieri CT, Evans RW (1988) Stimulant treatment for the neurobehavioural sequelae of traumatic brain injury. Brain Inj 2:273–290
Holmes A, Friston KJ (1998) Generalizability, random effects, and population inference. NeuroImage 7:S754
Jennett B, Snoek J, Bond MR, Brooks N (1981) Disability after severe head injury: observations on the use of the Glasgow Outcome Scale. J Neurol Neurosurg Psychiatry 44:285–293
Kaelin DL, Cifu DX, Matthies B (1996) Methylphenidate effect on attention deficit in the acutely brain-injured adult. Arch Phys Med Rehabil 77:6–9
Kim J, Whyte J, Wang J, Rao H, Tang KZ, Detre JA (2006a) Continuous ASL perfusion fMRI investigation of higher cognition: quantification of tonic CBF changes during sustained attention and working memory tasks. NeuroImage 31:376–385
Kim YH, Ko MH, Na SY, Park SH, Kim KW (2006b) Effects of single-dose methylphenidate on cognitive performance in patients with traumatic brain injury: a double-blind placebo-controlled study. Clin Rehabil 20:24–30
Kim J, Avants B, Patel S, Whyte J, Coslett BH, Pluta J, Detre JA, Gee JC (2008) Structural consequences of diffuse traumatic brain injury: a large deformation tensor-based morphometry study. NeuroImage 39:1014–1026
Kim J, Whyte J, Patel S, Avants B, Europa E, Wang J, Slattery J, Gee J, Coslett BH, Detre JA (2010) Resting cerebral blood flow alterations in chronic traumatic brain injury: an arterial spin labeling perfusion fMRI study. J Neurotrauma 27:1399–1411
Kinomura S, Larsson J, Gulyas B, Roland PE (1996) Activation by attention of the human reticular formation and thalamic intralaminar nuclei. Science 271:512–515
Lawrence NS, Ross TJ, Hoffmann R, Garavan H, Stein EA (2003) Multiple neuronal networks mediate sustained attention. J Cogn Neurosci 15:1028–1038
Lee H, Kim SW, Kim JM, Shin IS, Yang SJ, Yoon JS (2005) Comparing effects of methylphenidate, sertraline and placebo on neuropsychiatric sequelae in patients with traumatic brain injury. Hum Psychopharmacol 20:97–104
Li CS, Morgan PT, Matuskey D, Abdelghany O, Luo X, Chang JL, Rounsaville BJ, Ding YS, Malison RT (2010) Biological markers of the effects of intravenous methylphenidate on improving inhibitory control in cocaine-dependent patients. Proc Natl Acad Sci U S A 107:14455–14459
Lim J, Wu WC, Wang J, Detre JA, Dinges DF, Rao H (2010) Imaging brain fatigue from sustained mental workload: an ASL perfusion study of the time-on-task effect. NeuroImage 49:3426–3435
Mai JK, Assheuer JK, Paxinos G (2004) Atlas of the human brain, 2nd edn. Academic Press, San Diego
Mehta MA, Owen AM, Sahakian BJ, Mavaddat N, Pickard JD, Robbins TW (2000) Methylphenidate enhances working memory by modulating discrete frontal and parietal lobe regions in the human brain. J Neurosci 20:RC65
Millis SR, Rosenthal M, Novack TA, Sherer M, Nick TG, Kreutzer JS, High WM Jr, Ricker JH (2001) Long-term neuropsychological outcome after traumatic brain injury. J Head Trauma Rehabil 16:343–355
Morris SB, DeShon RP (2002) Combining effect size estimates in meta-analysis with repeated measures and independent-groups designs. Psychol Methods 7:105–125
Newberg AB, Iversen J (2003) The neural basis of the complex mental task of meditation: neurotransmitter and neurochemical considerations. Med Hypotheses 61:282–291
Newberg AB, Alavi A, Baime M, Pourdehnad M, Santanna J, d'Aquili E (2001) The measurement of regional cerebral blood flow during the complex cognitive task of meditation: a preliminary SPECT study. Psychiatry Res 106:113–122
Owen AM, McMillan KM, Laird AR, Bullmore E (2005) N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Hum Brain Mapp 25:46–59
Palmer SM, Rosa MG (2006) A distinct anatomical network of cortical areas for analysis of motion in far peripheral vision. Eur J Neurosci 24:2389–2405
Pardo JV, Fox PT, Raichle ME (1991) Localization of a human system for sustained attention by positron emission tomography. Nature 349:61–64
Plenger PM, Dixon CE, Castillo RM, Frankowski RF, Yablon SA, Levin HS (1996) Subacute methylphenidate treatment for moderate to moderately severe traumatic brain injury: a preliminary double-blind placebo-controlled study. Arch Phys Med Rehabil 77:536–540
Poldrack RA (2007) Region of interest analysis for fMRI. Soc Cogn Affect Neurosci 2:67–70
Portin K, Hari R (1999) Human parieto-occipital visual cortex: lack of retinotopy and foveal magnification. Proceedings Biological sciences/The Royal Society 266:981–985
Rahman S, Robbins TW, Hodges JR, Mehta MA, Nestor PJ, Clark L, Sahakian BJ (2006) Methylphenidate ('Ritalin') can ameliorate abnormal risk-taking behavior in the frontal variant of frontotemporal dementia. Neuropsychopharmacology 31:651–658
Rapoport JL, Inoff-Germain G (2002) Responses to methylphenidate in Attention-Deficit/Hyperactivity Disorder and normal children: update 2002. J Atten Disord 6(Suppl 1):S57–S60
Rhodes SM, Coghill DR, Matthews K (2004) Methylphenidate restores visual memory, but not working memory function in attention deficit-hyperkinetic disorder. Psychopharmacology (Berl) 175:319–330
Rubia K, Halari R, Cubillo A, Mohammad AM, Brammer M, Taylor E (2009) Methylphenidate normalises activation and functional connectivity deficits in attention and motivation networks in medication-naive children with ADHD during a rewarded continuous performance task. Neuropharmacology 57:640–652
Rubia K, Halari R, Mohammad AM, Taylor E, Brammer M (2011) Methylphenidate normalizes frontocingulate underactivation during error processing in attention-deficit/hyperactivity disorder. Biol Psychiatry 70:255–262
Rutland-Brown W, Langlois JA, Thomas KE, Xi YL (2006) Incidence of traumatic brain injury in the United States, 2003. J Head Trauma Rehabil 21:544–548
Schwartz MF, Brecher AR, Whyte J, Klein MG (2005) A patient registry for cognitive rehabilitation research: a strategy for balancing patients' privacy rights with researchers' need for access. Arch Phys Med Rehabil 86:1807–1814
Shafritz KM, Marchione KE, Gore JC, Shaywitz SE, Shaywitz BA (2004) The effects of methylphenidate on neural systems of attention in attention deficit hyperactivity disorder. Am J Psychiatry 161:1990–1997
Siddall OM (2005) Use of methylphenidate in traumatic brain injury. Ann Pharmacother 39:1309–1313
Sivan M, Neumann V, Kent R, Stroud A, Bhakta BB (2010) Pharmacotherapy for treatment of attention deficits after non-progressive acquired brain injury. A systematic review Clin Rehabil 24:110–121
Strauss J, Lewis JL, Klorman R, Peloquin LJ, Perlmutter RA, Salzman LF (1984) Effects of methylphenidate on young adults' performance and event-related potentials in a vigilance and a paired-associates learning test. Psychophysiology 21:609–621
Swanson J, Baler RD, Volkow ND (2011) Understanding the effects of stimulant medications on cognition in individuals with attention-deficit hyperactivity disorder: a decade of progress. Neuropsychopharmacology 36:207–226
Tomasi D, Volkow ND, Wang GJ, Wang R, Telang F, Caparelli EC, Wong C, Jayne M, Fowler JS (2011) Methylphenidate enhances brain activation and deactivation responses to visual attention and working memory tasks in healthy controls. NeuroImage 54:3101–3110
Turner DC, Blackwell AD, Dowson JH, McLean A, Sahakian BJ (2005) Neurocognitive effects of methylphenidate in adult attention-deficit/hyperactivity disorder. Psychopharmacology (Berl) 178:286–295
Tye KM, Tye LD, Cone JJ, Hekkelman EF, Janak PH, Bonci A (2010) Methylphenidate facilitates learning-induced amygdala plasticity. Nat Neurosci 13:475–481
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 15:273–289
Vaidya CJ, Austin G, Kirkorian G, Ridlehuber HW, Desmond JE, Glover GH, Gabrieli JD (1998) Selective effects of methylphenidate in attention deficit hyperactivity disorder: a functional magnetic resonance study. Proc Natl Acad Sci U S A 95:14494–14499
van den Heuvel MP, Hulshoff Pol HE (2010) Exploring the brain network: a review on resting-state fMRI functional connectivity. European neuropsychopharmacology. The J of the Eur Coll of Neuropsychopharmacol 20:519–534
van den Heuvel M, Mandl R, Hulshoff Pol H (2008) Normalized cut group clustering of resting-state FMRI data. PLoS One 3:e2001
Van Essen DC, Lewis JW, Drury HA, Hadjikhani N, Tootell RB, Bakircioglu M, Miller MI (2001) Mapping visual cortex in monkeys and humans using surface-based atlases. Vision Res 41:1359–1378
Volkow ND, Fowler JS, Wang GJ, Telang F, Logan J, Wong C, Ma J, Pradhan K, Benveniste H, Swanson JM (2008) Methylphenidate decreased the amount of glucose needed by the brain to perform a cognitive task. PLoS One 3:e2017
Wang GJ, Volkow ND, Fowler JS, Ferrieri R, Schlyer DJ, Alexoff D, Pappas N, Lieberman J, King P, Warner D et al (1994) Methylphenidate decreases regional cerebral blood flow in normal human subjects. Life Sci 54:PL143–PL146
Wang J, Aguirre GK, Kimberg DY, Detre JA (2003a) Empirical analyses of null-hypothesis perfusion FMRI data at 1.5 and 4 T. NeuroImage 19:1449–1462
Wang J, Aguirre GK, Kimberg DY, Roc AC, Li L, Detre JA (2003b) Arterial spin labeling perfusion fMRI with very low task frequency. Magn Reson Med 49:796–802
Wang J, Zhang Y, Wolf RL, Roc AC, Alsop DC, Detre JA (2005) Amplitude-modulated continuous arterial spin-labeling 3.0-T perfusion MR imaging with a single coil: feasibility study. Radiology 235:218–228
Wang J, Rao H, Korczykowski M, Wintering N, Pluta J, Khalsa DS, Newberg AB (2011) Cerebral blood flow changes associated with different meditation practices and perceived depth of meditation. Psychiatry Res 191:60–67
Whyte J, Polansky M, Fleming M, Coslett HB, Cavallucci C (1995) Sustained arousal and attention after traumatic brain injury. Neuropsychologia 33:797–813
Whyte J, Hart T, Schuster K, Fleming M, Polansky M, Coslett HB (1997) Effects of methylphenidate on attentional function after traumatic brain injury. A randomized, placebo-controlled trial. Am J Phys Med Rehabil 76:440–450
Whyte J, Hart T, Laborde A, Rosenthal M (2004a) Rehabilitation issues in traumatic brain injury. In: DeLisa JA, Gans BM, Walsh NE (eds) Physical medicine and rehabilitation: principles and practice. Lippincott Williams & Wilkins, Philadelphia, pp 1677–1714
Whyte J, Hart T, Vaccaro M, Grieb-Neff P, Risser A, Polansky M, Coslett HB (2004b) Effects of methylphenidate on attention deficits after traumatic brain injury: a multidimensional, randomized, controlled trial. Am J Phys Med Rehabil 83:401–420
Williams DS, Detre JA, Leigh JS, Koretsky AP (1992) Magnetic resonance imaging of perfusion using spin inversion of arterial water. Proc Natl Acad Sci U S A 89:212–216
Acknowledgments
The authors wish to thank Kathy Z. Tang, B.A.; John Slattery, B.A.; Geoffrey K. Aguirre, MD, Ph.D.; Daniel Kimberg, Ph.D.; John Pluta, B.S.; and Allen Osman, Ph.D. for their help with subject recruitment, data analysis, and manuscript review. The assistance of MRI technicians Doris Cain, Patricia O’Donnell, and Norman Butler is also gratefully acknowledged. This study was supported by grant R24HD39621 (to J.W.), R24HD050836 (to J.W.; www.ncrrn.org), and P30NS045839 (to J.A.D.) from the NIH.
Disclosure
Dr. Detre is an inventor on the University of Pennsylvania’s patent for ASL MRI and is entitled to institutional royalty sharing for its licensure.
Conflict of interest
The authors declare that there are no other potential conflicts of interest related to this study.
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Kim, J., Whyte, J., Patel, S. et al. Methylphenidate modulates sustained attention and cortical activation in survivors of traumatic brain injury: a perfusion fMRI study. Psychopharmacology 222, 47–57 (2012). https://doi.org/10.1007/s00213-011-2622-8
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DOI: https://doi.org/10.1007/s00213-011-2622-8