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Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System Clinical Assistant Professor (Affiliated) of Psychiatry and Behavioral Sciences Stanford University School of Medicine, CA Future Tools for Diagnosis and Monitoring of mild TBI
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Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Dec 16, 2015

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Page 1: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Maheen M. Adamson, PhDDirector of Clinical Neuroscience,

War Related Illness and Injury Study Center (WRIISC)

VA Palo Alto Health Care System

Clinical Assistant Professor (Affiliated) of Psychiatry and Behavioral Sciences

Stanford University School of Medicine, CA

Future Tools for Diagnosis and Monitoring of mild TBI

Page 2: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Disclaimer

The views expressed in this presentation are those of the authors and DO NOT reflect the official

policy of the

Department of Veterans Affairsor

the United States Government

Page 3: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Outline

Task-related Functional MRI Resting State Functional MRI Functional Connectivity – why is it

important? Combining neuroimaging methods Promising future avenues for mTBI

research

Page 4: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Why Functional MRI

Common things heard in hallways: fMRI is not clinical Analysis takes a long time and is very

confusing Statistical significance = red/blue blobs? Any task will show activation – what

difference does it make?

Page 5: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

MRI vs. fMRI

MRI studies brain anatomy

Functional MRI (fMRI)studies brain

function

Page 6: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

The meaning of CONTRAST

Stimulation Control/baseline

An example

using PET

Difference

- =

fMRI measures Blood Oxygenation Level Dependent (BOLD) signal indirect measure of neural activity.

Neural activity Blood oxygen fMRI signal

Page 7: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.
Page 8: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Developing fMRI literature on TBI

Task-induced changes that differentiate clinical and healthy samples during cognitive, motor and sensory tasks. Working memory deficits after TBI:

universal observation of increased involvement of the regions critical for WM, including prefrontal cortex (PFC) and anterior cingulate cortex (ACC) and occasionally parietal regions in TBI

(Christodoulou et al., 2001; Hillary et al., 2010, 2011; McAllister et al., 1999, 2001; Medaglia et al., 2011; Newsome et al., 2007; Scheibel et al., 2007).

Page 9: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Working Memory in mTBI

McAllister et al., 2001

Page 10: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Longitudinal fMRI in Severe TBI Increased activation observed after

6-month evolution in TBI patients during the 3-back condition.

The most striking changes were seen in the bilateral prefrontal cortex, with left hemisphere predominance.

The second region that showed statistical significant changes was the bilateral parietal posterior region.

Both regions are involved in working memory processes. Statistical Parametric Maps with left as left. Sanchez-Carrion et al., 2008

Page 11: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Functional Brain changes with recovery of TBI

A recent study represents the first effort in systems neuroscience to examine how practice of a cognitive task influences BOLD signal change after neurological compromise (Medaglia et al., 2011). The goal of this study was to induce

plasticity in PFC via task practice using a well-established working memory task in individuals with TBI to test that right PFC recruitment represents a latent support system.

Page 12: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

N = 1 back task N = 2 back task

Regions of interest show reduced activation following practice, including the anterior cingulate and right prefrontal cortices. Neural recruitment in brain injury does not represent reorganization but a natural extension of latent mechanisms that engage transiently and are contingent upon cerebral challenge

Right BA 46 (DLPFC)

Page 13: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

What About Intrinsic Differences In Brain Activity Irrespective Of Task?

Page 14: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Conventional MRI and resting-state fMRI correlation analysis in a 21-year-old with verbal memory deficits following severe TBI

MacDonald et al., 2008

Conventional MRI (FLAIR) revealed bilateral superior frontal lesions but no abnormalities that would explain the patient’s verbal memory deficit (left to right: transverse slices at the level of hippocampus, thalamus, fornix, cingulum).

Volumetric MRI showed 18% loss of left hippocampus. DTI revealed subtle abnormalities in the left and right cingulum bundles as well as left and

right fornices. Relative anisotropy in the cingulum and fornix were lower than the mean of 10 control subjects matched in age, gender, and handedness. Relative anisotropy was not more than 2 SD below the mean in any of the regions - cannot be considered definitively abnormal.

Page 15: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Resting State fMRI

MacDonald et al., 2008

Resting state fMRI correlation analysis clearly demonstrates disruption of the normal connectivity of the left hippocampal network

Analysis revealed that the BOLD fluctuations in the left hippocampus correlated poorly with those in several other structures implicated in memory including anterior thalamus and the ventral anterior cingulate cortex (vACC)

In contrast, the fluctuations in the right hippocampus were normally correlated with those in these structures. No such left-right asymmetry in the hippocampal-anterior thalamic and hippocampal-vACC correlations was seen in 10 age-matched controls.

Page 16: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

What Is This ‘RESTING STATE” Business?

Why do a Resting State FMRI? INTRINSIC CONNECTIVITY NETWORK (ICN) is

another way to refer to Resting State. Functional connectivity (FC): is the

correspondence over time (co-activation) between spatially distinct neurophysiological events without implying directionality

May be observed from the spontaneous activity of the resting brain.

Page 17: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

What Does the Data Look Like? Synchronous low frequency fluctuations

(LFF) signals within blood oxygen level-dependent fMRI data can be useful for investigating the functional connections of brain cortices.

Brain cortices are characterized by LFF frequencies less than 0.1 Hz, distinct from respiratory and cardiac effects, with a frequency spectrum ranging from 0.1 to 0.5 Hz and 0.6 to 0.12 Hz, respectively.

Page 18: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Methods of Analysis

Seed Analysis Connectivity between the seed of right

hippocampus and a set of regions was disrupted in the early stage of Alzheimer’s Disease (AD), whereas the seed of left hippocampus showed increased connectivity with some other regions (Wang et al. 2006)

Independent Component Analysis (ICA) In mild AD, FC is deficient between the PCC

and left hippocampus or other regions within default (Greicius et al., 2004)

Page 19: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

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Most Common Networks

Default Mode Network Significant resting-state coactivation of

Posterior Cingulate Cortex (PCC), bilateral inferior parietal cortex, left inferolateral temporal cortex, & ventral anterior cingulate cortex. Abnormal changes in Alzheimer’s (Li et al., 2002)

Salience Network Anterior cingulate cortex and fronto-

insula, amygdala and striatum –disrupted in behavioral variant frontotemporal dementia.

Page 20: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

How Many Networks?

Page 21: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Terms used

The synchrony of LFF implies that within neural networks, the nodes function together

Task “on” vs. Task “off” and brain at rest. “Co-activation” of task “on” regions with

task “off” regions: Those regions activated during task “on” period (e.g., visuo-spatial task) are deactivated when the task is “off” (e.g., fixation) –Goal Directed networks

Inward or self-reflected network – resting state or ICN

Page 22: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Task-on and Task-off

It is not that these networks are reciprocal so that at moments where goal-directed behavior is necessary, the “inward” or self-reflective default mode network remits, giving way to neural activity relevant to task.

Default mode activity plays a role in task and the magnitude of deactivation in default mode regions contribute to task performance (Cole et al., 2010; Hampson et al., 2010)

Page 23: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Changes in Resting Connectivity During Recovery in TBI

Hillary et al., 2011

Page 24: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Change in Connectivity in TBI

Page 25: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

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FA/ICN Combined for mTBI Investigations

DTI/FA values (seed regions). fMRI resting state, network analysis

Mayer et al., 2011

What the future holds?

Page 26: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Real-world Performance

http://www.huffingtonpost.com/2008/12/01/army-bases-brace-for-surg_n_147360.html

Page 27: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Brain Function During Real-world Performance

Page 28: Public Health Maheen M. Adamson, PhD Director of Clinical Neuroscience, War Related Illness and Injury Study Center (WRIISC) VA Palo Alto Health Care System.

Public Health

Thank you!

Questions?