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Brain Development in ADHD The NIMH Study

Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

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Page 1: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

Brain Development in ADHDThe NIMH Study

Page 2: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

Processing Steps in PicturesMRI Classification Extraction of Surfaces

Cortical ThicknessBlurred Thickness Map

Longitudinal analyses using linear mixed model regression (Pinheiro and Bates 2000)

Adjustment for multiple comparisons using false discovery rate at 0.05 (Genovese et al 2002)

Page 3: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

a.

b.

Unadjusted thickness difference (mm)

Global difference =

0.09 mm; p=.02

Significant group differences- t values

(adjusted for IQ & mean cortical thickness)

Regional Cortical Thickness: ADHD vs NV

Page 4: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

-5

-3

(ii) Worse v. better outcome(i) Worse outcome v. NV (iii) Better outcome v NV

t sta

tist

ics

Baseline Cortical Thinning Differs in AD/HD Subjects with Differing Clinical Outcomes

Similar pattern if use DSM-IV definitions of persistent/remitted AD/HD

Linear regression: thickness of L medial prefrontal cluster (R2=0.08, p<0.001), baseline teacher hyperactivity ratings (R2=0.04, p=0.03) associated with final C-GAS scores

Page 5: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

Cortical Thinning in Adults with ADHD

Volume Decrease

Volume Increase

B. Adults with ADHD have volume differences in brain regions involved in attention and executive control. These data are largely consistent with studies of children. Seidman et al. (2006)

A. Cortical thinning in ADHD in a distinct cortical network

supporting attention in the right hemisphere involving the parietal lobule, documenting that ADHD in adults is associated with thinner cortex in the cortical networks that modulate attention and executive

function. Makris et al. (2007)

- similar to pediatric

Page 6: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

Shaw et al. 2006: “Children with ADHD had global thinning of the cortex (mean reduction, -0.09 mm; p=.02)”

Page 7: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

T=-4

T=-2.1

fMRI Activation Peaks in ADHD Studies (relative to controls) Superimposed on Regions of Significant

Cortical Thinning in NIMH Sample (Shaw et al. 2005)

Rubia (1999) – ADHD<NV – motor task

Durston (2003) – ADHD>NV go/no-go

Rubia (1999)– ADHD<NV go/no-go (R side)

Bush (1998)- ADHD<NV counting stroop

Ernst (2003)- ADHD>NV affective decision making

Booth (2005)- ADHD<NV go/no-go

Schulz (2004) ADHD>NV go/no-go

Schweitzer (2004)- ADHD<NV PASAT

Page 8: Brain Development in ADHD The NIMH Study. Processing Steps in Pictures MRIClassificationExtraction of Surfaces Cortical Thickness Blurred Thickness Map

T=-4

T=-2.1

fMRI Activation Peaks in ADHD Studies (relative to controls) Superimposed on Regions of Significant

Cortical Thinning in NIMH Sample (Shaw et al. 2005)

Rubia (1999) – ADHD<NV – motor task

Durston (2003) – ADHD>NV go/no-go

Rubia (1999)– ADHD<NV go/no-go (R side)

Bush (1998)- ADHD<NV counting stroop

Ernst (2003)- ADHD>NV affective decision making

Booth (2005)- ADHD<NV go/no-go

Schulz (2004) ADHD>NV go/no-go

Schweitzer (2004)- ADHD<NV PASAT