Micheal D Phillips’s research while affiliated with Intermountain Medical Center and other places

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Publications (34)


Creating functional regions of interest from verbal episodic memory fMRI data. Thalamic ROIs for the correct encoding condition are shown. (a) z-scored activation maps are averaged within groups and thresholded. (b) Group maps are anatomically bound. (c) Group maps are added to produce a final functional mask for subsequent analysis.
Activation-based thalamic and hippocampal regions of interest from the (a) correct encoding, (b) correct recognition, and (c) correct rejection conditions.
Relationship between activation of the left thalamus during correct encoding and performance on the Brief Visuospatial Memory Test-Revised, total score (BVMT-T) in 32 participants with multiple sclerosis.
Relationship between activation of the left thalamus during correct encoding and left thalamic volume in 32 participants with multiple sclerosis.
Participant demographics and disease characteristics.

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The role of the thalamus and hippocampus in episodic memory performance in patients with multiple sclerosis
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  • Publisher preview available

March 2018

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97 Reads

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35 Citations

Katherine A Koenig

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Mark J Lowe

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Micheal D Phillips

Background Episodic memory loss is one of the most common cognitive symptoms in patients with multiple sclerosis (MS), but the pathophysiology of this symptom remains unclear. Both the hippocampus and thalamus have been implicated in episodic memory and show regional atrophy in patients with MS. Objective In this work, we used functional magnetic resonance imaging (fMRI) during a verbal episodic memory task, lesion load, and volumetric measures of the hippocampus and thalamus to assess the relative contributions to verbal and visual–spatial episodic memory. Methods Functional activation, lesion load, and volumetric measures from 32 patients with MS and 16 healthy controls were used in a predictive analysis of episodic memory function. Results After adjusting for disease duration, immediate recall performance on a visual–spatial episodic memory task was significantly predicted by hippocampal volume (p < 0.003). Delayed recall on the same task was significantly predicted by volume of the left thalamus (p < 0.003). For both memory measures, functional activation of the thalamus during encoding was more predictive than that of volume measures (p < 0.002). Conclusion Our results suggest that functional activation may be useful as a predictive measure of episodic memory loss in patients with MS.

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Activation volume vs BOLD signal change as measures of fMRI activation – Its impact on GABA – fMRI activation correlation

June 2017

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47 Reads

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5 Citations

Magnetic Resonance Imaging

Purpose To explore the relative robustness of functional MRI (fMRI) activation volume and blood oxygen level-dependent (BOLD) signal change as fMRI metric, and to study the effect of relative robustness on the correlation between fMRI activation and cortical gamma amino butyric acid (GABA) in healthy controls and patients with multiple sclerosis (MS). Methods fMRI data were acquired from healthy controls and patients with MS, with the subjects peforming self paced bilateral finger tapping in block design. GABA spectroscopy was performed with voxel placed on the area of maximum activation during fMRI. Activation volume and BOLD signal changes at primary motor cortex (M1), as well as GABA concentration were calculated for each patient. Results Activation volume correlated with BOLD signal change in healthy controls, but no such correlation was observed in patients with MS. This difference was likely the result of higher intersubject noise variance in the patient population. GABA concentration correlated with M1 activation volume in patients but not in controls, and did not correlate with any fMRI metric in patients or controls. Conclusion Our data suggest that activation volume is a more robust measure than BOLD signal change in a group with high intersubject noise variance as in patients with MS. Additionally, this study demonstrated difference in correlation behavior between GABA concentration and the 2 fMRI metrics in patients with MS, suggesting that GABA - activation volume correlation is more appropriate measure in the patient group.



A representative PCB pathway (yellow), and ROIs for the EC (green) and PCC (blue).
PCB: posterior cingulum bundle; ROIs: regions of interest; EC: entorhinal cortex; PCC: posterior cingulate cortex.
Representative ROIs for the PLIC (red) overlaid on a color FA map.
ROIs: regions of interest; PLIC: posterior limb of the internal capsule; FA: fractional anisotropy.
Mean (standard deviation) of demographics and neuropsychological performance.
Mean (standard deviation) diffusion values (mm² s⁻¹) for the PCB and PLIC.
Linear partial correlation coefficient between cognition and bilateral PCB pathway diffusion measures, controlled for age, in 57 patients with MS.
The relationship between cognitive function and high-resolution diffusion tensor MRI of the cingulum bundle in multiple sclerosis

June 2015

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167 Reads

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39 Citations

Background Imaging can provide noninvasive neural markers of disease progression in multiple sclerosis (MS) that are related to behavioral and cognitive symptoms. Past work suggests that diffusion tensor imaging (DTI) provides a measure of white matter pathology, including demyelination and axonal counts. Objectives In the current study, the authors investigate the relationship of DTI measures in the cingulum bundle to common deficits in MS, including episodic memory, working memory, and information processing speed. Methods Fifty-seven patients with MS and 17 age- and education-matched controls underwent high-spatial resolution diffusion scans and cognitive testing. Probabilistic tracking was used to generate tracks from the posterior cingulate cortex to the entorhinal cortex. Results Radial and axial diffusivity values were significantly different between patients and controls (p < 0.031), and in patients bilateral diffusion measures were significantly related to measures of episodic memory and speed of processing (p < 0.033). Conclusions The tractography-based measures of posterior cingulum integrity reported here support further development of DTI as a viable measure of axonal integrity and cognitive function in patients with MS.


High spatial and angular resolution diffusion-weighted imaging reveals forniceal damage related to memory impairment

January 2013

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22 Reads

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17 Citations

Magnetic Resonance Imaging

Introduction: Diffusion tensor imaging (DTI) measures in patients with multiple sclerosis (MS), particularly those measures associated with a specific white matter pathway, have consistently shown correlations with function. This study sought to investigate correlations between DTI measures in the fornix and common cognitive deficits in MS patients, including episodic memory, working memory and attention. Materials and methods: Patients with MS and group age- and sex-matched controls underwent high-resolution diffusion scanning (1-mm isotropic voxels) and cognitive testing. Manually drawn forniceal regions of interest were applied to individual maps of tensor-derived measures, and mean values of transverse diffusivity (TD), mean diffusivity (MD), longitudinal diffusivity (LD) and fractional anisotropy (FA) were calculated. Results: In 40 patients with MS [mean age ± S.D.=42.55 ± 9.1 years; Expanded Disability Status Scale (EDSS)=2.0 ± 1.2; Multiple Sclerosis Functional Composite (MSFC) score=0.38 ± 0.46] and 20 healthy controls (mean age ± S.D.=41.35 ± 9.7 years; EDSS=0.0 ± 0; MSFC score=0.74 ± 0.24), we found that FA, MD and TD values in the fornix were significantly different between groups (P<.03), and patient performance on the Brief Visuospatial Memory Test-Revised (BVMT-R) was correlated with DTI measures (P<.03). Discussion: These results are consistent with findings of axonal degeneration in MS and support the use of DTI as an indicator of disease progression.


Hippocampal Volume Is Related to Cognitive Decline and Fornicial Diffusion Measures in Multiple Sclerosis

January 2013

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33 Reads

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67 Citations

Magnetic Resonance Imaging

Purpose To assess for associations between hippocampal atrophy and measures of cognitive function, hippocampal magnetization transfer ratio (MTR), and diffusion measures of the fornix, the largest efferent white matter tract from the hippocampus, in patients with multiple sclerosis (MS) and controls. Materials and Methods A total of 53 patients with MS and 20 age- and sex-matched healthy controls participated in cognitive testing and scanning including high spatial-resolution diffusion imaging and a T1-MPRAGE scan. Hippocampal volume and fornicial thickness measures were calculated and compared to mean values of fornicial transverse diffusivity, mean diffusivity, longitudinal diffusivity, fractional anisotropy, mean hippocampal MTR, and scores on measures of episodic memory, processing speed, and working memory tasks. Results In patients with MS, hippocampal volume was significantly related to fornicial diffusion measures (P < 7 × 10–4) and to measures of verbal (P = 0.030) and visual spatial (P = 0.004) episodic memory and a measure of information processing speed (P < 0.037). Discussion These results highlight the role of the hippocampus in cognitive dysfunction in patients with MS and suggest that measures of hippocampal atrophy could be used to capture aspects of disease progression.


Iron Deposition in Pain-Regulatory Nuclei in Episodic Migraine and Chronic Daily Headache by MRI

December 2011

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70 Reads

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52 Citations

Headache The Journal of Head and Face Pain

Progression of migraine toward a more disabling chronic form of at least 15 days/month is linked with frequency of attacks. Magnetic resonance imaging (MRI) findings of iron accumulation in the brain, especially in periaqueductal gray and red nucleus, have been correlated with both duration of illness and frequency of attacks. This study therefore evaluated iron deposition as measured with MRI in basal ganglia and pain regulatory nuclei in neurologically healthy control volunteers and in patients with various migraine subtypes: episodic migraine (n = 10) with (n = 4) or without aura (n = 6), and chronic daily headache (n = 11), including medication overuse headache (MOH, n = 8), chronic tension-type headache (n = 1), and primary chronic migraine (n = 2). The goal was to assess differences in iron deposition among migraine subtypes and controls in the hopes of linking the by-products of frequent attacks or long duration of illness with these changes. The study sought to evaluate the tradeoff between sensitivity and specificity in T2 imaging of patients with migraine, and found that only T2 imaging in the globus pallidus was able to distinguish between episodic and chronic migraine, suggesting that this technique may be the most appropriate to assess migraine frequency. Patients with MOH did not demonstrate T2' shortening. Because iron accumulation should cause shortening of both T2 and T2', although the lack of significance in observed T2' difference could be due to increased variance in T2' the measurement, these results suggest that a mechanism other than increased iron deposition may play a role in the genesis or pathophysiology of MOH.


Figure 1. Schematic depicting the proposed effect of forced exercise (FE) on central nervous center (CNS) structure and function. Diminished neural activity in the Parkinson's disease (PD) brain is depicted on the left portion of the illustration. It is proposed that FE results in an increase in the quantity (high rate of pedaling) and quality (consistent pedaling pattern) of intrinsic feedback from the Golgi tendon organs (GTO) and muscle spindles. This increased afferent information may trigger the release of neurotrophic factors (BDNF, brain-derived neurotrophic factor; GDNF, glial-derived neurotrophic factor; IGF 3 , insulin growth factor) and possibly the neurotransmitter dopamine. The elevation of neurotrophic factors and dopamine has the potential to impact CNS structure and function. Proposed structures and function (matched by colors) that may be impacted by an elevation neurotrophic factors and dopamine are shown in the middle of the illustration. For PD, patients' FE leads to improvements in motor control and an increase in the cortical activation. These changes in the CNS in PD positively affect the symptoms of this neurodegenerative disease and may serve as a model for the treatment of other neurological conditions. VTA, ventral tegmental area; ANS, autonomic nervous system. (Copyright * 2011 Cleveland Clinic Center for Medical Art & Photography. If you would like to reuse this image, please seek permissions directly from Cleveland Clinic Center for Medical Art & Photography. Used with permission.)  
Figure 3. Blinded clinical ratings Unified Parkinson's Disease Rating Scale, Part III Motor Section (UPDRS-III) scores for patients in the voluntary exercise (VE; open bars) and forced exercise (FE; filled bars) groups at baseline, midpoint (4 wk of exercise), end of treatment (EOT). EOT + 2 wk exercise cessation and EOT + 4 wk exercise cessation.  
Correlations in subcortical and cortical regions of interest between effect of medication and effect of exercise.
It Is Not About the Bike, It Is About the Pedaling: Forced Exercise and Parkinson's Disease

July 2011

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4,919 Reads

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168 Citations

Exercise and Sport Sciences Reviews

ALBERTS, J.L., S.M. LINDER, A.L. PENKO, M.J. LOWE, and M. PHILLIPS. It is not about the bike, it is about the pedaling: forced exercise and parkinson's disease. Exerc. Sport Sci. Rev., Vol. 39, No. 4, pp. 177-186, 2011. Forced exercise has resulted in neuroprotective effects and improved motor function in animal studies. These promising results have not yet been translated fully to humans with Parkinson's disease (PD), as traditional exercise interventions have not yielded global improvements in function. A novel forced exercise intervention is described that has resulted in improved motor function and central nervous system function in PD patients.


In vivo magnetic resonance spectroscopy measurement of gray-matter and white-matter gamma-aminobutyric acid concentration in sensorimotor cortex using a motion-controlled MEGA point-resolved spectroscopy sequence

April 2011

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185 Reads

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43 Citations

Magnetic Resonance Imaging

Gamma-aminobutyric acid (GABA) is a major inhibitory neurotransmitter in the brain. Understanding the GABA concentration, in vivo, is important to understand normal brain function. Using MEGA point-resolved spectroscopy sequence with interleaved water scans to detect subject motion, GABA level of sensorimotor cortex was measured using a voxel identified from a functional magnetic resonance imaging scan. The GABA level in a 20×20×20-mm(3) voxel consisting of 37%±7% gray matter, 52%±12% white matter and 11%±8% cerebrospinal fluid in the sensorimotor region was measured to be 1.43±0.48 mM. In addition, using linear regression analysis, GABA concentrations within gray and white matter were calculated to be 2.87±0.61 and 0.33±0.11 mM, respectively.


A practical clinical method to quantify language lateralization in fMRI using whole-brain analysis

October 2010

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42 Reads

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55 Citations

NeuroImage

Surgery is often the only effective treatment for intractable epilepsy, but its benefits must be balanced by potential disruption of eloquent cortical functions. Wada test is the standard technique to lateralize language before surgery; however, it is invasive and associated with complications. fMRI provides an attractive noninvasive alternative, which has been previously shown to correlate with Wada results. However this correlation is imperfect since standard fMRI laterality indices are dependent on a particular arbitrary statistical threshold used in the data processing. We report a novel automated, threshold-independent fMRI methodology to assess language lateralization, which we hypothesize provides a robust and unbiased pre-operative assessment. This hemispheric histogram analysis method can accurately interrogate language lateralization, as validated against the Wada test.


Citations (26)


... For example, in hypothalamic hamartoma, a rare form of epilepsy, abnormal tissue in the hypothalamus is a direct source of seizure activity [67]. Magnetic resonance imaging (MRI) studies have shown a decrease in neurological and mental disorders that result in structural and functional changes in the hippocampus lead to memory deficits, emotional behavior, and cognitive dysfunction [47,48]. ...

Reference:

Functional Anatomy of the Structures of the Limbic System Involved in the Development of Neuropsychiatric Disorders: A Review
The role of the thalamus and hippocampus in episodic memory performance in patients with multiple sclerosis

... However, such clear relationship is not found anywhere in the brain. Indeed, the sensorimotor cortex, which would be one of the main regions of interest to investigate for motor recovery after stroke, exhibits no association between GABA level and neural activity (Bhattacharyya et al., 2017). More MRS-fMRI studies are needed to overcome the lack of substantial conclusions on the relationship between metabolites and neural activity and to increase the effect size, which, to date, is moderate at best only for glutamate (for a complete review on the topic see (Kiemes et al., 2021). ...

Activation volume vs BOLD signal change as measures of fMRI activation – Its impact on GABA – fMRI activation correlation
  • Citing Article
  • June 2017

Magnetic Resonance Imaging

... Working memory seems to be relatively spared in the event of damage to the cingulum [11]. For example, recent evidence has shown that some tests of working memory were not associated with diffusion values in the cingulum in multiple sclerosis, a neurodegenerative disease involving myelin [47], although other studies have suggested a relationship between lower cingulum bundle integrity and poorer working memory in cognitively normal adults [48,49]. The association prior to multiple comparison correction which was seen in the present study between Digit Span Forward and AxD values could potentially indicate a specific role for axonal degeneration, as it is thought that AxD is more specific to axonal injury than other scalar measures [50]. ...

The relationship between cognitive function and high-resolution diffusion tensor MRI of the cingulum bundle in multiple sclerosis

... 8 In pwMS, fornix diffusion is consistently abnormal 9,10 and has been associated with verbal and visual spatial episodic memory. [9][10][11][12] Taken together, these findings suggest that DTI of the fornix reflects tissue integrity in a region that has significant implications for memory. ...

Hippocampal Volume Is Related to Cognitive Decline and Fornicial Diffusion Measures in Multiple Sclerosis
  • Citing Article
  • January 2013

Magnetic Resonance Imaging

... CBV is assessed by the volume of contrast passing through. MTT is the average time required for the contrast to flow through the region while the time required for the contrast concentration to reach its peak determines TTP [8]. In this study, the parameters were evaluated based on the central volume principle and singular value decomposition (SVD). ...

Brain perfusion imaging
  • Citing Article
  • December 2001

Seminars in Cerebrovascular Diseases and Stroke

... For clear validation of this blood supply causal mechanism, direct blood-measuring tools, such as a laser Doppler system, are required in further studies. In previous studies, fluctuations in resting-state are classified into three ranges: low-frequency (0~0.1 Hz), respiratory-frequency (0.1~0.5 Hz), and cardiac-frequency range (0.6~1.2 Hz) [5,17,18]. It must be noted that this is rough taxonomy. ...

Temporal correlations in low frequency BOLD fluctuations reveal functional networks
  • Citing Article
  • May 2000

NeuroImage

... There are a range of approaches to investigating functional connectivity. Previous studies of functional connectivity have examined correlations (or covariations ) between regions across subjects [Clark et al., 1984; Horwitz et al., 1984 Horwitz et al., , 1991 Metter et al., 1984; Moeller et al., 1987; Peterson et al., 1999], over time [Friston et al., 1993; Lowe et al., 2000b] or some combination of both [Buechel and Friston, 1997; Prohovnik et al., 1980]. These methods have great potential for investigating the neural bases of brain function. ...

Resting state BOLD fluctuations reflect impaired functional connectivity in multiple sclerosis
  • Citing Article
  • May 2000

NeuroImage

... BA Coordinates T-value No. of voxels x y z REST L Inferior parietal lobe 40 − 57 −47 39 6.53 L Middle occipital gyrus 39 − 48 −68 38 6.42 L Insula 13 − 38 −15 3 4.69 162 L Heschls gyrus 13 − 44 −11 10 4.44 L Middle frontal gyrus 9 − 36 29 34 6.02 128 R Insula 13 34 −17 8 4.97 83 L Insula 13 − 36 6 9 5.58 74 L Inferior occipital gyrus 18 − 32 −94 −7 6.09 56 L Cerebellum − 44 −64 −34 4.57 53 R Middle temporal gyrus 21 63 −39 −7 4.37 49 resulted in the recruitment of the left inferior parietal region. With regard to rhyme detection ( Cousin et al., 2007;Lurito et al., 2000a) or rhyme judgment tasks ( Romero et al., 2006) similar regional specific findings of the inferior parietal involvement in phonological rhyme processing were reported. A further fMRI study conducted by Pecini and colleagues questioned in how far patterns of brain activation correlate with performance results on behavioral tests, i.e., generating rhyme words ( Pecini et al., 2008). ...

Comparison of hemispheric lateralization using four language tasks
  • Citing Article
  • May 2000

NeuroImage

... After correcting for a control condition where the same story was played in reverse mode, the authors found a stronger bilateral activation in the STG and MTG for women (whereas men had stronger left-lateralized activation in the same areas) but no effect of sex-related laterality on other areas such as the MTG. Interestingly, similar findings were observed also on a study with English speakers (Phillips et al., 2000) and likely reflected higher levels of linguistic and conceptual integration required for both narrative comprehension and production. This leads to a final consideration regarding the need for more studies focusing on aspects of language processing that have been neglected so far in the literature on this topic. ...

Gender based differences in temporal lobe activation demonstrated using a novel passive listening paradigm

NeuroImage

... 8 In pwMS, fornix diffusion is consistently abnormal 9,10 and has been associated with verbal and visual spatial episodic memory. [9][10][11][12] Taken together, these findings suggest that DTI of the fornix reflects tissue integrity in a region that has significant implications for memory. ...

High spatial and angular resolution diffusion-weighted imaging reveals forniceal damage related to memory impairment
  • Citing Article
  • January 2013

Magnetic Resonance Imaging