Cited by 113Attention Deficit Hyperactivity DisorderNeurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

A positron emission tomography study of nigro-striatal dopaminergic mechanisms underlying attention: implications for ADHD and its treatment

Open access
del Campo, Natalia, Fryer, Tim D., Hong, Young T., Smith, Rob, Brichard, Laurent, Acosta-Cabronero, Julio, Chamberlain, Samuel R., Tait, Roger +9 more·2013·Brain

Abstract

Through the combined use of (18)F-fallypride positron emission tomography and magnetic resonance imaging this study examined the neural mechanisms underlying the attentional deficits associated with attention deficit/hyperactivity disorder and their potential reversal with a single therapeutic dose of methylphenidate. Sixteen adult patients with attention deficit/hyperactivity disorder and 16 matched healthy control subjects were positron emission tomography and magnetic resonance imaging scanned and tested on a computerized sustained attention task after oral methylphenidate (0.5 mg/kg) and placebo administration in a within-subject, double-blind, cross-over design. Although patients with attention deficit/hyperactivity disorder as a group showed significant attentional deficits and reduced grey matter volume in fronto-striato-cerebellar and limbic networks, they had equivalent D2/D3 receptor availability and equivalent increases in endogenous dopamine after methylphenidate treatment to that observed in healthy control subjects. However, poor attentional performers drawn from both the attention deficit/hyperactivity disorder and the control groups had significantly reduced left caudate dopamine activity. Methylphenidate significantly increased dopamine levels in all nigro-striatal regions, thereby normalizing dopamine levels in the left caudate in low performers. Behaviourally, methylphenidate improved sustained attention in a baseline performance-dependent manner, irrespective of diagnosis. This finding was accompanied by an equally performance-dependent effect of the drug on dopamine release in the midbrain, whereby low performers showed reduced dopamine release in this region. Collectively, these findings support a dimensional model of attentional deficits and underlying nigro-striatal dopaminergic mechanisms of attention deficit/hyperactivity disorder that extends into the healthy population. Moreover, they confer midbrain dopamine autoreceptors a hitherto neglected role in the therapeutic effects of oral methylphenidate in attention deficit/hyperactivity disorder. The absence of significant case-control differences in D2/D3 receptor availability (despite the observed relationships between dopamine activity and attention) suggests that dopamine dysregulation per se is unlikely to be the primary cause underlying attention deficit/hyperactivity disorder pathology in adults. This conclusion is reinforced by evidence of neuroanatomical changes in the same set of patients with attention deficit/hyperactivity disorder.

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Written from the paper’s full text.

TL;DR

In a double-blind, placebo-controlled 18F-fallypride PET/MRI study, adult ADHD patients showed attentional deficits and reduced grey matter volume but no overall case–control differences in D2/D3 receptor availability or methylphenidate-induced dopamine increases. Poor attentional performers across both ADHD and control groups had reduced left caudate dopamine activity, and methylphenidate improved sustained attention in a baseline performance-dependent manner, with midbrain dopamine release playing a role.

Key findings

  • ADHD patients had significantly worse sustained attention on placebo [RVP A′: 0.92 (0.05) vs 0.97 (0.03); F(1,29) = 9.89, P = 0.004] and reduced grey matter volume in left prefrontal areas and bilateral putamen, amygdala, hippocampus, fusiform, insula and cerebellum, but showed equivalent D2/D3 receptor availability and equivalent methylphenidate-induced dopamine increases to controls.
  • Poor attentional performers from both groups had significantly reduced left caudate dopamine activity; on placebo, low performers had reduced BPND in left pre-commissural dorsal caudate [F(1,28) = 4.63, P = 0.04], which was no longer observed after methylphenidate [F(1,28) = 2.97, P = 0.096].
  • Methylphenidate significantly reduced BPND across all regions [main effect: F(1,29) = 30.51, P < 0.001], ranging from −4.0% to −7.8%, greatest in substantia nigra/ventral tegmental area and least in ventral striatum; it improved sustained attention in low performers [t(15) = −2.610, P = 0.02] but not high performers [t(15) = 1.656, P = 0.119; drug by group interaction: F(1,28) = 10.94, P = 0.003].
  • Low performers showed reduced methylphenidate-induced dopamine release in the midbrain compared with high performers [bilateral SN/VTA: F(1,28) = 9.351, P = 0.005], and the absence of overall D2/D3 receptor differences suggested dopamine dysregulation per se is unlikely to be the primary cause of adult ADHD pathology.

Methods

  • Sixteen male adult ADHD patients and 16 matched healthy controls completed a within-subject, double-blind, placebo-controlled cross-over study with oral methylphenidate (0.5 mg/kg) or placebo administered 75 min before 18F-fallypride PET; two PET scans at least a week apart plus one MRI scan.
  • Participants performed the CANTAB Rapid Visual Information Processing (RVP) sustained attention task 2.5 h after capsule intake; PET BPND was quantified using the simplified reference tissue model with cerebellar reference, and striatal functional subregions plus midbrain SN/VTA were delineated on co-registered MRI.
  • Analyses used univariate and repeated measures ANOVAs, post hoc t-tests or non-parametric equivalents, Pearson/Spearman correlations, and stepwise linear regression, with alpha 0.05.

Limitations

  • Stated: BPND is a combined measure of receptor availability and radioligand affinity, so the study could not assess receptor internalization, affinity changes, endogenous dopamine levels, or distinguish D2/D3 receptor types/state; slow 18F-fallypride kinetics (3.15 h acquisition) did not allow differentiation of tonic from phasic midbrain dopamine activity.
  • Stated: partial volume effects were a potential concern given small structures and ADHD grey matter differences, though additional analyses suggested signal recovery was similar across groups; half the patients had prior ADHD medication exposure, and the study was not designed to resolve chronic treatment effects; placebo is not a null condition and carry-over/order effects were discussed; ceiling effects may have limited detection of methylphenidate effects in high performers; the full dose–response curve was not tested.
  • Evident from the text: the sample was small (n = 16 per group), all male, and restricted to adults, and only a single oral methylphenidate dose was tested, limiting generalizability.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1093/brain/awt263

Cites

117 of 117 references verified0 citation errors · 0 not checkable

Statistics

16 tests recomputed · 0 with the reported and recomputed p on opposite sides of .05

Claims the paper makes

0 of 72 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Patients with ADHD had equivalent D2/D3 receptor availability to healthy control subjects.

    “they had equivalent D2/D3 receptor availability”
    • Also stated in: § Placebo results · plain
      “The mean BPND values were not significantly different between patients with ADHD and control subjects across all regions (either unilaterally or bilaterally)”
    Quote in the paperSubstantial claim
  • Findingown data

    Patients with ADHD as a group showed significant attentional deficits.

    “Although patients with attention deficit/hyperactivity disorder as a group showed significant attentional deficits”
    • Also stated in: § Sample characteristics and cognitive performance · plain
      “Patients with ADHD had significantly higher ADHD self-rating scale scores (P ≤ 0.01) and performed significantly worse on the RVP A’ signal detection parameter [main effect of group: F(1,29) = 8.31, P = 0.007; placebo data only: F(1,29) = 9.89, P = 0.004].”
    Quote in the paperSubstantial claim
  • Findingown data

    Poor attentional performers drawn from both the ADHD and control groups had significantly reduced left caudate dopamine activity.

    “poor attentional performers drawn from both the attention deficit/hyperactivity disorder and the control groups had significantly reduced left caudate dopamine activity.”
    Quote in the paperSubstantial claim
  • Findingown data

    Patients with ADHD had equivalent increases in endogenous dopamine after methylphenidate treatment to healthy control subjects.

    “equivalent increases in endogenous dopamine after methylphenidate treatment to that observed in healthy control subjects”
    Quote in the paperSubstantial claim
  • Findingown data

    Methylphenidate improved sustained attention in a baseline performance-dependent manner, irrespective of diagnosis.

    “Behaviourally, methylphenidate improved sustained attention in a baseline performance-dependent manner, irrespective of diagnosis.”
    Quote in the paperSubstantial claim
  • May combine two claims. 36
  • Classified as probably not a substantial claim. 25
  • May combine two claims.

    Findingown data

    The performance-dependent effect of methylphenidate on sustained attention was accompanied by a performance-dependent effect of the drug on dopamine release in the midbrain, whereby low performers showed reduced dopamine release in this region.

    “This finding was accompanied by an equally performance-dependent effect of the drug on dopamine release in the midbrain, whereby low performers showed reduced dopamine release in this region.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The reduction in BPND by methylphenidate was greatest in substantia nigra/ventral tegmental area and least in ventral striatum.

    “Methylphenidate significantly reduced BPND [main effect of treatment: F(1,29) = 30.51, P < 0.001], ranging from −4.0 to −7.8% depending on anatomical region {region of interest by treatment interaction [F(3,87) = 10.31, P < 0.001]}, being greatest in substantia nigra/ventral tegmental area and least in ventral striatum (Table 3 and Fig. 7).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In control subjects, correlation coefficients between A' and BPND were not significant but were in the same direction as in patients for all regions and not significantly different from them.

    “Although the correlation coefficients in control subjects were not significant, they were in the same direction as those observed in patients for all regions and were not significantly different from them (P > 0.1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    No group differences were found in total intracranial volume and total grey matter volume.

    “No group differences were found in total intracranial volume and total grey matter volume (P > 0.1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Methylphenidate produced significant increases in heart rate.

    “Methylphenidate produced significant increases in systolic blood pressure [mean paired difference 5 mmHg; t(31) = 4.5; P < 0.001] and heart rate [mean paired difference 7 beats per min; t(31) = 4.4; P < 0.001] (Supplementary material).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Correlation coefficients for ventral striatum and substantia nigra/ventral tegmental area were significantly different from each other, but similar in patients with ADHD and control subjects.

    “Correlation coefficients for ventral striatum and substantia nigra/ventral tegmental area were significantly different from each other (P < 0.01), but similar in patients with ADHD and control subjects.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Changes in midbrain dopamine levels mirrored the behavioural baseline-dependent effect: low performers had reduced methylphenidate-induced BPND reductions in the midbrain compared with high performers, with smaller dopamine changes being associated with greater improvements on the sustained attention task.

    “Changes in midbrain dopamine levels mirrored the behavioural baseline-dependent effect: low performers had reduced methylphenidate-induced BPND reductions in the midbrain compared with high performers, with smaller dopamine changes being associated with greater improvements on the sustained attention task.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Methylphenidate-induced dopamine changes in substantia nigra/ventral tegmental area were negatively related to dopamine changes in ventral striatum but not associative striatum or sensorimotor striatum.

    “Methylphenidate-induced dopamine changes in substantia nigra/ventral tegmental area were negatively related to dopamine changes in ventral striatum but not associative striatum or sensorimotor striatum.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    These negative feedback mechanisms are mediated by somato-dendritic D2/D3 autoreceptors located on midbrain dopamine neurons, which play a key role in regulating dopamine synthesis and release by acting as potent inhibitors in the presence of high dopamine concentrations.

    “These negative feedback mechanisms are mediated by somato-dendritic D2/D3 autoreceptors located on midbrain dopamine neurons, which play a key role in regulating dopamine synthesis and release by acting as potent inhibitors in the presence of high dopamine concentrations (Mercuri et al., 1992, 1997; Sesack et al., 1994; Khan et al., 1998).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Mercuri et al., 1992, 1997

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Sesack et al., 1994 source

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    • cites Khan et al., 1998 source

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  • May combine two claims.

    Interpretationown data

    Evidence of neuroanatomical changes in the same set of patients with ADHD reinforces the conclusion that dopamine dysregulation per se is unlikely to be the primary cause underlying ADHD pathology in adults.

    “This conclusion is reinforced by evidence of neuroanatomical changes in the same set of patients with attention deficit/hyperactivity disorder.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In those prior case-control PET studies, there was considerable overlap with the control population in terms of both dopamine receptor and transporter availabilities, implying that the diagnostic utility of these markers is limited.

    “Although these impressive studies had substantial numbers of patients, there was considerable overlap with the control population in terms of both dopamine receptor and transporter availabilities, implying that the diagnostic utility of these markers is limited.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The model of functional subdivisions of the striatum is based on evidence that cortico-striatal networks follow a ventro-medial to dorsolateral gradient, with activity along this gradient modulating limbic, cognitive and motor processing.

    “This model is based on evidence that cortico-striatal networks follow a ventro-medial to dorsolateral gradient, with activity along this gradient modulating limbic, cognitive and motor processing (Martinez et al., 2003).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Martinez et al., 2003 source

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  • Classified as probably not a substantial claim.

    Premisecitation

    A recent set of case-control PET studies in adult medication-naïve patients found that ADHD is associated with reduced dopamine transporter and dopamine D2/D3 receptor availability in selected brain regions of the left hemisphere, including the nucleus accumbens, caudate and midbrain.

    “A recent set of case–control PET studies in adult medication-naïve patients found that ADHD is associated with reduced dopamine transporter and dopamine D2/D3 receptor availability in selected brain regions of the left hemisphere, including the nucleus accumbens, caudate and midbrain (Volkow et al., 2007a, b, 2009).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Volkow et al., 2007a, b, 2009 source

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  • Classified as probably not a substantial claim.

    Premisecitation

    Long-standing cognitive theories of ADHD postulate a deficiency in top-down cognitive control processes underpinning attention and executive function deficits.

    “Long-standing cognitive theories of ADHD postulate a deficiency in top–down cognitive control processes underpinning attention and executive function deficits (Barkley, 1997; Nigg, 2000; Bush et al., 2005; Kuntsi et al., 2006; Paloyelis et al., 2007 for review see Del Campo et al., 2012).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Barkley, 1997 source

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    • cites Nigg, 2000 source

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    • cites Bush et al., 2005 source

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    Premisecitation

    A subsequent study of intravenous methylphenidate effects in adult patients with ADHD showed blunted dopamine responses to methylphenidate in the caudate in patients compared with control subjects, although there was no concurrent objective measure of cognitive performance.

    “A subsequent study of intravenous methylphenidate effects in adult patients with ADHD showed blunted dopamine responses to methylphenidate in the caudate in patients compared with control subjects, although there was no concurrent objective measure of cognitive performance (Volkow et al., 2007b).”
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    • cites Volkow et al., 2007b

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    ADHD symptoms in some affected patients persist into adulthood, affecting approximately 2.5% of the adult population.

    “Despite its declining prevalence with age, ADHD symptoms in some affected patients persist into adulthood, affecting ∼2.5% of the adult population (Simon et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Simon et al., 2009 source

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    Premisecitation

    RVP primarily measures sustained attention, defined as the ability to maintain attention on a series of numerical stimuli over a period of time, to detect infrequent targets.

    “RVP primarily measures sustained attention, defined as the ability to maintain attention on a series of numerical stimuli over a period of time, to detect infrequent targets (Coull et al., 1996).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Coull et al., 1996 source

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  • May combine two claims.

    Study design and conductown data

    High and low performers were matched for age, IQ and methylphenidate plasma concentrations.

    “High and low performers were matched for age (mean 28 ± 6 years versus 31 ± 7 years; P = 0.17), IQ (mean 113 ± 8 versus 115 ± 7) and methylphenidate plasma concentrations (mean 10 ± 3.16 μg/l versus 9.87 ± 3.78 μg/l) (furthermore, four of the five patients with ADHD assigned to the high performing group were on prescribed ADHD medication).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    18F-fallypride has a higher affinity than 11C-raclopride and is thus better suited for simultaneous measurement of D2/D3 receptor availability in striatal regions and the midbrain.

    “we used PET imaging of 18F-fallypride, which has a higher affinity than 11C-raclopride (the radioligand of choice in all previous dopamine receptor imaging studies in ADHD) and is thus better suited for simultaneous measurement of D2/D3 receptor availability in striatal regions and the midbrain (Riccardi et al., 2006a, b; Cropley et al., 2008; Slifstein et al., 2010).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Riccardi et al., 2006a, b

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    • cites Cropley et al., 2008 source

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    • cites Slifstein et al., 2010 source

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    Study design and conductnone given

    To minimize practice effects, all subjects performed the task once before their first study session.

    “To minimize practice effects, all subjects performed the task once before their first study session.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The study used a randomized, double-blind, placebo-controlled cross-over design.

    “Participants were enrolled into a randomized, double-blind placebo-controlled cross-over design, consisting of two 18F-fallypride PET scans at least a week apart and one MRI scan.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The above analyses were also calculated after excluding ceiling performers on the attentional task, yielding similar results.

    “The above analyses were also calculated after excluding ceiling performers on the attentional task (five control subjects and one patient), yielding similar results (Supplementary material).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    Blood samples were collected to assess compliance with drug discontinuation in medicated patients and account for between-subject differences in methylphenidate plasma levels.

    “At 0, 2 and 4 h after capsule administration, blood samples were collected for determination of methylphenidate plasma concentrations (Supplementary material) to assess compliance with drug discontinuation in medicated patients and account for between-subject differences in methylphenidate plasma levels.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    These findings can be interpreted in the light of a hypothesized inverted U-shaped function relating dopamine and noradrenaline activity to performance.

    “These findings can be interpreted in the light of a hypothesized inverted U-shaped function relating dopamine and noradrenaline activity to performance (Robbins and Sahakian, 1979).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Robbins and Sahakian, 1979 source

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    Study design and conductcitation

    BPND values on placebo were in the same range as those previously reported in a study examining test-retest variability of baseline 18F-fallypride BPND across the same brain regions.

    “BPND values on placebo were in the same range as those previously reported in a study examining test–retest variability of baseline 18F-fallypride BPND across the same brain regions (Cropley et al., 2008)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Cropley et al., 2008 source

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  • May combine two claims.

    Study design and conductown data

    Plasma level analysis of methylphenidate confirmed randomization and compliance with discontinuation of therapeutic medication.

    “Plasma level analysis of methylphenidate confirmed randomization and compliance with discontinuation of therapeutic medication.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    It is consistent with a growing literature documenting baseline performance-dependent effects of stimulants and related drugs, which have been explained by a hypothesized inverted U-shaped function, whereby optimal catecholamine levels determine optimal performance, and levels along the curve at either side of the optimum are associated with impaired performance.

    “It is also consistent with a growing literature documenting baseline performance-dependent effects of stimulants and related drugs, which have been explained by a hypothesized inverted U-shaped function, whereby optimal catecholamine levels determine optimal performance, and levels along the curve at either side of the optimum are associated with impaired performance (Robbins and Sahakian, 1979; N”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Robbins and Sahakian, 1979 source

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    • cites Naylor et al., 1985 source

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    • cites Williams and Goldman-Rakic, 1995 source

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  • May combine two claims.

    Interpretationreasoning

    This inverse relationship did not hold for associative striatum and sensorimotor striatum, which can be explained by the fact that associative striatum receives additional inhibitory influences from ventral striatum and sensorimotor striatum from both ventral striatum and associative striatum.

    “This inverse relationship did not hold for associative striatum and sensorimotor striatum, which can be explained by the fact that, via the aforementioned feed–forward spiralling connections, associative striatum receives additional inhibitory influences from ventral striatum and sensorimotor striatum from both ventral striatum and associative striatum.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    A plausible explanation is provided by the classical model of catecholamine neurotransmission regulation and psychostimulant action postulated by Grace (1991, 2001).

    “A plausible explanation is provided by the classical model of catecholamine neurotransmission regulation and psychostimulant action postulated by Grace (1991, 2001).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Grace (1991, 2001)

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    Premisecitation

    Animal evidence suggests that the ability to increase dopamine in ventral striatum is a common pharmacological effect underlying the reinforcing properties of virtually all drugs of abuse.

    “Animal evidence suggests that the ability to increase dopamine in ventral striatum, involved with reward circuitry, is a common pharmacological effect underlying the reinforcing properties of virtually all drugs of abuse (Di Chiara and Imperato, 1988; Bradberry et al., 2000).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Di Chiara and Imperato, 1988 source

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    • cites Bradberry et al., 2000 source

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  • May combine two claims.

    Interpretationreasoning

    Deficits in sustained attention are associated with both reduced D2/D3 receptor availability in the left caudate on placebo and reduced dopamine release in the midbrain in response to methylphenidate, and these relationships hold irrespective of ADHD diagnosis.

    “Collectively these novel results suggest that deficits in sustained attention are associated with both reduced D2/D3 receptor availability in the left caudate on placebo and reduced dopamine release in the midbrain in response to methylphenidate, and that these relationships hold irrespective of ADHD diagnosis.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The preferential effect of oral methylphenidate and amphetamine on dorsal compared to ventral regions of the striatum is in contrast with the well-replicated finding that intravenous amphetamine leads to greater dopamine changes in ventral compared to dorsal striatum.

    “The preferential effect of oral methylphenidate and amphetamine on dorsal compared to ventral regions of the striatum, however, is in contrast with the well-replicated finding that intravenous amphetamine leads to greater dopamine changes in ventral compared to dorsal striatum (Drevets et al., 1999, 2001; Martinez et al., 2003).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Drevets et al., 1999, 2001

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    • cites Martinez et al., 2003 source

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    Study design and conductown data

    Our data do not allow drawing conclusions on the declining portion of the hypothesized function.

    “Our data do not allow drawing conclusions on the declining portion of the hypothesized function.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    This system provides non-reciprocal connections, facilitating dopamine transmission along a feed-forward spiral starting in the ventral striatum and finishing in the sensorimotor striatum, whose projections to the midbrain are confined to the regions from which it receives its dopamine input.

    “Additionally, this system provides non-reciprocal connections, facilitating dopamine transmission along a feed–forward spiral starting in the ventral striatum and finishing in the sensorimotor striatum, whose projections to the midbrain are confined to the regions from which it receives its dopamine input (Haber et al., 2000) (Fig. 12A).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Haber et al., 2000 source

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    Interpretationreasoning

    Ventral striatum is the only striatal region whose dopamine input is unaffected by non-reciprocal connections, its dopaminergic input thus being regulated to a greater extent by synthesis- and release-regulating midbrain dopamine autoreceptors.

    “Ventral striatum is the only striatal region whose dopamine input is unaffected by non-reciprocal connections, its dopaminergic input thus being regulated to a greater extent by synthesis- and release-regulating midbrain dopamine autoreceptors.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The large and abrupt dopamine increase after intravenous administration is perceived as reinforcing, an effect that appears to be reduced when the increase in dopamine is slow and progressive.

    “The large and abrupt dopamine increase after intravenous administration is perceived as reinforcing, an effect that appears to be reduced when the increase in dopamine is slow and progressive (Volkow, 2006).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Volkow, 2006 source

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    Premisecitation

    Previous reports found reduced 11C-raclopride binding in selected brain regions of the left hemisphere in adult patients with ADHD compared with control subjects.

    “The absence of overall group differences in 18F-fallypride binding in this study may seem to be at variance with previous reports of reduced 11C-raclopride binding in selected brain regions of the left hemisphere in adult patients with ADHD compared with control subjects (Volkow et al., 2007b, 2009).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Volkow et al., 2007b, 2009

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

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    Premisecitation

    Lesions in the left caudate produce attentional deficits.

    “This result is consistent with previous evidence implicating the left caudate in inattentiveness, not only in patients with ADHD, but also in healthy subjects (Schrimsher et al., 2002; Volkow et al., 2007a, b, 2009) and is also congruent with reports that lesions in the left caudate produce attentional deficits (Benke et al., 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Benke et al., 2003 source

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    Interpretationnone given

    The lack of methylphenidate effects on attention in high performers was possibly due to ceiling effects.

    “Although the lack of methylphenidate effects on attention in high performers was possibly due to ceiling effects, this does not undermine the key finding that the drug is capable of improving sustained attention in low-performing individuals, regardless of ADHD diagnosis.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    This result adds to previous evidence demonstrating equivalence of behavioural stimulant effects in individuals with and without ADHD, supporting a dimensional model of attentional deficits and underlying catecholaminergic mechanisms of ADHD which extends into the healthy population.

    “This result adds to previous evidence demonstrating equivalence of behavioural stimulant effects in individuals with and without ADHD (Rapoport et al., 1978, 1980), supporting a dimensional model of attentional deficits and underlying catecholaminergic mechanisms of ADHD which extends into the healthy population.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Rapoport et al., 1978, 1980

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationown data

    Although dopamine plays a key role in attention deficits, dopaminergic deficits alone do not account for an ADHD diagnosis.

    “Thus, although our data suggest that dopamine plays a key role in attention deficits, they also imply that dopaminergic deficits alone do not account for an ADHD diagnosis.”
    Quote in the paperSubstantial claim
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    Study design and conductreasoning

    We were not able to assess whether dynamics such as receptor internalization or changes in the affinity of D2/D3 receptors for dopamine and/or fallypride were implicated.

    “Consequently, we were not able to assess whether dynamics such as receptor internalization (Laruelle, 2000) or changes in the affinity of D2/D3 receptors for dopamine and/or fallypride were implicated (Laruelle, 2000; Gjedde et al., 2005).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Laruelle, 2000 source

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    • cites Gjedde et al., 2005 source

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  • May combine two claims.

    Study design and conductreasoning

    The slow kinetics of 18F-fallypride necessitated a long acquisition period (3.15 h) and thus did not allow differentiation of tonic from phasic dopamine activity in the midbrain.

    “It is important to note also that the slow kinetics of 18F-fallypride necessitated a long acquisition period (3.15 h) and thus did not allow us to differentiate tonic from phasic dopamine activity in the midbrain, which can only be inferred.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Medication status was controlled for in all repeated measures ANOVAs.

    “Moreover, medication status was controlled for in all repeated measures ANOVAs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Stimulants enhance tonic catecholamine levels, thereby increasing postsynaptic catecholamine receptor stimulation but also triggering negative feedback mechanisms through stimulation of dopamine autoreceptors.

    “Stimulants enhance tonic catecholamine levels, thereby increasing postsynaptic catecholamine receptor stimulation but also triggering negative feedback mechanisms through stimulation of dopamine autoreceptors.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Grace (1991, 2001)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    According to this model, the amplitude of the phasic dopamine response is dynamically regulated by the influence of corticostriatal activity through the modulation of tonic dopamine levels.

    “According to this model, the amplitude of the phasic dopamine response is dynamically regulated by the influence of corticostriatal activity through the modulation of tonic dopamine levels.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Grace (1991, 2001)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Low tonic dopamine activity is associated with abnormally high phasic dopamine responses, resulting in distractibility and impaired attention.

    “Low tonic dopamine activity is associated with abnormally high phasic dopamine responses, resulting in distractibility and impaired attention.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Grace (1991, 2001)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationcitation

    Placebo administered in the session subsequent to stimulant treatment can potentially reduce the power to detect true stimulant effects and identify neurobiological markers in psychiatric populations.

    “These findings imply that placebo administered in the session subsequent to stimulant treatment can potentially reduce the power to detect true stimulant effects and identify neurobiological markers in psychiatric populations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Stimulant-induced increases in endogenous midbrain dopamine in the presence of reduced tonic striatal dopamine levels observed in low performers may improve the signal-to-noise ratio, thereby normalizing the system to approximate that characterizing high performing subjects.

    “It can thus be concluded that stimulant-induced increases in endogenous midbrain dopamine in the presence of reduced tonic striatal dopamine levels observed in low performers may improve the signal-to-noise ratio, thereby normalizing the system to approximate that characterizing high performing subjects.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    The experimental design was double-blind, randomized, cross-over.

    “A further strength was the experimental design, (double-blind, randomized, cross-over)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    As a result, dopamine synthesis is reduced, dopamine neuron firing inhibited and subsequent phasic (spike-dependent) transmitter release reduced.

    “As a result, dopamine synthesis is reduced, dopamine neuron firing inhibited and subsequent phasic (spike-dependent) transmitter release reduced.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Grace (1991, 2001)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    This may help our understanding of the diagnosis, prognosis and treatment of ADHD.

    “which may help our understanding of the diagnosis, prognosis and treatment of ADHD.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The idea that the clinical effects of stimulants are mediated by the ability of small increases in extracellular dopamine to produce a net decrease in phasic catecholamine release by the selective activation of dopamine autoreceptors is supported by studies showing reduction in behavioural activity levels in children with ADHD following low doses of dopamine agonists and from neurocomputational.

    “The idea that the clinical effects of stimulants are mediated by the ability of small increases in extracellular dopamine to produce a net decrease in phasic catecholamine release by the selective activation of dopamine autoreceptors (following an increase in tonic dopamine levels) (Solanto, 1984, 1998; Seeman and Madras, 1998) is supported by studies showing reduction in behavioural activity”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Solanto, 1984, 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Seeman and Madras, 1998 source

      Not checked in the free run.

    • cites Solanto, 1986 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    A more precise explanation of the behavioural effects of psychostimulant treatment in both patients with ADHD and healthy control subjects can be derived from the combination of (i) dose and time course of methylphenidate actions; (ii) level of responsivity of the dopamine system determined by tonic dopamine levels; and (iii) baseline level of performance, possibly reflecting basal dopamine in the

    “We also conclude that a more precise explanation of the behavioural effects of psychostimulant treatment in both patients with ADHD and healthy control subjects can be derived from the combination of (i) dose and time course of methylphenidate actions; (ii) level of responsivity of the dopamine system determined by tonic dopamine levels; and (iii) baseline level of performance, possibly reflecting”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    18F-fallypride PET imaging of the striatum satisfies both criteria (small structures and/or high signal contrast) and hence partial volume effects are theoretically an issue of concern in this study.

    “18F-fallypride PET imaging of the striatum satisfies both these criteria and hence partial volume effects are theoretically an issue of concern in this study.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Partial volume effects are a potential confounding factor of radiotracer uptake when the structures under study are small and/or when adjacent structures have high signal contrast.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Partial volume effects may have had a differential effect on sub-striatal BPND estimation in patients and control subjects, potentially masking group differences in regional D2/D3 receptor availability.

    “implies that partial volume effects may have had a differential effect on sub-striatal BPND estimation in patients and control subjects, potentially masking group differences in regional D2/D3 receptor availability.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Partial volume effects are a potential confounding factor of radiotracer uptake when the structures under study are small and/or when adjacent structures have high signal contrast.
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    Compliance with treatment discontinuation 3 days before each PET scan was verified through urine screening.

    “Importantly, to ensure complete washout at the time of scanning among patients under current treatment, compliance with treatment discontinuation 3 days before each PET scan was verified through urine screening.”
    Quote in the paperSubstantial claim
57 of 57
  • The paper relies on this without support.

    The precise neurobiological mechanisms underlying ADHD and its treatment remain poorly understood.

    “However, despite decades of genetic, clinical and neuroimaging research, the precise neurobiological mechanisms underlying the disorder and its treatment remain poorly understood.”
  • The paper relies on this without support.

    The precise role of dopamine in the pathophysiology of ADHD is still unclear.

    “Notwithstanding the growing evidence on fronto-striatal dysfunction and the efficacy of stimulant drugs in the clinical management of patients with ADHD, the precise role of dopamine in the pathophysiology of the disorder is still unclear.”
  • The paper relies on this without support.

    How the therapeutic effects of methylphenidate might depend on the afferent control of midbrain dopamine neurons has been unexplored to date.

    “How the therapeutic effects of methylphenidate might depend on the afferent control of midbrain dopamine neurons has been unexplored to date.”
  • The paper relies on this without support.

    The midbrain operates as an interface for the dynamic processing of striatal function.

    “Through its connections with the striatum, the midbrain operates as an interface for the dynamic processing of striatal function.”
  • The paper relies on this without support.

    Oral methylphenidate penetrates the brain slowly, peaking 60–90 min after administration, whereas intravenous methylphenidate rapidly enters the brain, peaking in <15 min.

    “Whereas oral methylphenidate penetrates the brain only slowly, peaking 60–90 min after administration, intravenous methylphenidate rapidly enters the brain, peaking in <15 min.”
  • The paper relies on this without support.

    GABAergic neurons descending from the striatum to the midbrain can inhibit or stimulate dopamine cell firing depending on whether they contact dopamine neurons or GABAergic interneurons.

    “GABAergic neurons descending from the striatum to the midbrain can inhibit or stimulate dopamine cell firing depending on whether they contact dopamine neurons or GABAergic interneurons.”
  • The paper relies on this without support.

    The single oral dose of methylphenidate used in this study is a therapeutic dose.

    “Thus, here we report, for the first time, that therapeutic doses of methylphenidate administered orally reduce 18F-fallypride binding, which can be attributed to methylphenidate-induced increases in synaptic dopamine levels.”
  • The paper relies on this without support.

    Fixed designs entail order effects, thereby introducing the confounding effect of drug anticipation.

    “However, fixed designs entail order effects, thereby introducing the confounding effect of drug anticipation.”
  • The paper relies on this without support.

    Partial volume effects are a potential confounding factor of radiotracer uptake when the structures under study are small and/or when adjacent structures have high signal contrast.

    “Specifically, partial volume effects are to be considered as a potential confounding factor of radiotracer uptake when the structures under study are small and/or when adjacent structures have high signal contrast.”
9 of 9

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • These ADHD characteristics are associated with altered patterns of activity in distinct brain networks: attention and working memory (dorsolateral prefrontal cortex, parietal cortex, temporal cortices); executive functions and cognitive control (dorsal, medial and ventral frontal cortices); and reward-processing (orbitofrontal cortex, anterior cingulate cortex, basal ganglia).

    “These are associated with altered patterns of activity in distinct brain networks: (i) attention and working memory, comprising the dorsolateral prefrontal cortex, parietal cortex and temporal cortices (Burgess et al., 2010; Ehlis et al., 2008; Vance et al., 2007); (ii) executive functions and cognitive control (including feedback processing and response selection), comprising the dorsal, medial”

Statistics that don’t add up

Each reported p-value recomputed from its test statistic and degrees of freedom.

  • Inconsistent p-value: (z = 2.43, p < .001

    Minor

    The paper reports p < .001 here; recomputing from the test statistic and its degrees of freedom gives p = .015 (two-tailed). The check cannot tell whether the statistic or the p-value is the misprint.

    Reported p < .001 · recomputed p = .015

1 of 1

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • Doesn’t add upz = 2.43reported p < .001 · recomputed p = .015

    “(z = 2.43, p < .001”

  • Not confirmedt(30) = -1.65reported p = .055 · recomputed p = .109

    “t(30) = −1.65, p = .055”

  • Not confirmedz = 3.25reported p < .001 · recomputed p = .001

    “(z = 3.25, p < .001”

  • ConsistentF(1, 29) = 8.31reported p = .007 · recomputed p = .007

    “F(1,29) = 8.31, p = .007”

  • ConsistentF(1, 29) = 9.89reported p = .004 · recomputed p = .004

    “F(1,29) = 9.89, p = .004”

  • ConsistentF(1, 28) = 10.94reported p = .003 · recomputed p = .003

    “F(1,28) = 10.94, p = .003”

  • Consistentt(15) = -2.61reported p = .02 · recomputed p = .020

    “t(15) = −2.610, p = .02”

  • Consistentt(15) = 1.656reported p = .119 · recomputed p = .118

    “t(15) = 1.656, p = .119”

  • ConsistentF(1, 29) = 30.51reported p < .001 · recomputed p < .001

    “F(1,29) = 30.51, p < .001”

  • ConsistentF(3, 87) = 10.31reported p < .001 · recomputed p < .001

    “F(3,87) = 10.31, p < .001”

  • ConsistentF(2, 42) = 8.34reported p = .002 · recomputed p < .001

    “F(2,42) = 8.34, p = .002”

    The paper states a sphericity correction

  • ConsistentF(1, 28) = 9.351reported p = .005 · recomputed p = .005

    “F(1,28) = 9.351, p = .005”

  • ConsistentF(1, 28) = 5.46reported p = .027 · recomputed p = .027

    “F(1,28) = 5.46, p = .027”

  • ConsistentF(1, 28) = 5.2reported p = .03 · recomputed p = .030

    “F(1,28) = 5.2, p = .030”

  • ConsistentF(1, 28) = 4.63reported p = .04 · recomputed p = .040

    “F(1,28) = 4.63, p = .04”

  • ConsistentF(1, 28) = 2.97reported p = .096 · recomputed p = .096

    “F(1,28) = 2.97, p = .096”

16 of 16

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Adjusted R2 exceeds the value implied by the sole predictor

    Major

    The reported best-fit model has one independent variable. Squaring its standardized coefficient gives an unadjusted R2 of about 0.149; adjusted R2 cannot be higher than that, yet 0.21 is reported.

    Reported 0.21 · recomputed 0.148996

  • Regression coefficient P-value conflicts with the model F-statistic

    Minor

    In this one-predictor model, F(1,30) = 5.21 implies a P-value of about 0.03 for the predictor, not the reported 0.30. The discrepancy affects the stated evidence that midbrain changes predict attentional changes.

2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Nelson, 1982, National Adult Reading Test (NART): test manual

Cited by

Sorted by citations

Authors
del Campo, N., Fryer, T. D., Hong, Y. T., Smith, R., Brichard, L., Acosta-Cabronero, J., Chamberlain, S. R., Tait, R., Izquierdo, D., Regenthal, R., Dowson, J., Suckling, J., Baron, J.-C., Aigbirhio, F. I., Robbins, T. W., Sahakian, B. J., & Müller, U.
Affiliations
  • University of Cambridge (GB)
  • Leipzig University (DE)
  • Inserm (FR)
Venue
Brain
Published
2013-10-25
Volume
136
Issue
11
Pages
3252-3270
ISSN
  • 0006-8950 (ISSN-L)
  • 1460-2156
OpenAlex
W1985467100
Cited by
113
References
117
Citations by year
2026: 4 · 2025: 9 · 2024: 6 · 2023: 3 · 2022: 8 · 2021: 6 · 2020: 6 · 2019: 9 · 2018: 11 · 2017: 12 · 2016: 12 · 2015: 16 · 2014: 11
FWCI
9.24
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Brain (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • ePrints Soton (University of Southampton) (submittedVersion)
  • UCL Discovery (University College London) (submittedVersion)
  • DZNE Pub (submittedVersion)
  • Apollo (University of Cambridge) (submittedVersion, cc-by)
  • Apollo (cc-by)
Funders
  • Bristol-Myers Squibb
  • Eli Lilly and Company
  • Pfizer
  • GlaxoSmithKline
  • Wellcome Trust (076244, WT Ref 076244/Z/04/Z, 093875)
  • Cambridge Trust
  • Shire
  • Gates Cambridge Trust
  • H. Lundbeck A/S
  • Medical Research Council (G0401099)
  • UCB Pharma
  • Cilag
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
Keywords
attention deficit hyperactivity disorder, sustained attention, methylphenidate, adult ADHD, dopamine dysregulation, gray matter volume, limbic network
MeSH terms
Adult, Attention Deficit Disorder with Hyperactivity, Benzamides, Corpus Striatum, Double-Blind Method, Humans, Magnetic Resonance Imaging, Male, Mesencephalon, Methylphenidate, Psychiatric Status Rating Scales, Cross-Over Studies, Dopamine Uptake Inhibitors, Radiopharmaceuticals, Fluorodeoxyglucose F18, Positron-Emission Tomography, Young Adult, Multimodal Imaging

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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