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Research ArticleBrain
Open Access

Effect of Age on MRI Phase Behavior in the Subcortical Deep Gray Matter of Healthy Individuals

J. Hagemeier, M.G. Dwyer, N. Bergsland, F. Schweser, C.R. Magnano, M. Heininen-Brown, D.P. Ramasamy, E. Carl, C. Kennedy, R. Melia, P. Polak, A. Deistung, J.J.G. Geurts, J.R. Reichenbach and R. Zivadinov
American Journal of Neuroradiology May 2013, DOI: https://doi.org/10.3174/ajnr.A3569
J. Hagemeier
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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M.G. Dwyer
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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N. Bergsland
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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F. Schweser
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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C.R. Magnano
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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M. Heininen-Brown
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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D.P. Ramasamy
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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E. Carl
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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C. Kennedy
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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R. Melia
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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P. Polak
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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A. Deistung
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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J.J.G. Geurts
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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J.R. Reichenbach
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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R. Zivadinov
From the Buffalo Neuroimaging Analysis Center (J.H., M.G.D., N.B., C.R.M., M.H.-B., D.P.R., E.C., C.K., R.M., P.P., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York; Medical Physics Group (F.S., A.D., J.R.R.), Institute of Diagnostic and Interventional Radiology I, Jena University Hospital–Friedrich Schiller University, Jena, Germany; and Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
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Abstract

BACKGROUND AND PURPOSE: It has been demonstrated that increased levels of iron in the brain occur with aging. In this study we investigated the nature of the association between age and SWI-filtered phase values, indicative of iron content, in the subcortical deep gray matter of healthy individuals.

MATERIALS AND METHODS: A total of 210 healthy individuals (men: n = 89, women: n = 121), mean age, 39.8 years (standard deviation = 15.5; range = 6–76 years), were imaged on a 3T scanner. Mean MRI phase, mean phase of low-phase voxels, and normalized volumes were determined for total subcortical deep gray matter, caudate, putamen, globus pallidus, thalamus, pulvinar nucleus, hippocampus, amygdala, nucleus accumbens, red nucleus, and substantia nigra. Linear and nonlinear regression models were used to explore the relationship between phase and volume measures, and aging.

RESULTS: Mean phase values of subcortical deep gray matter structures showed a quadratic relationship, with individuals in late middle age (40–59 years) having the lowest mean phase values, followed by a reversal of this trend in the elderly. In contrast, mean phase of low-phase voxel measurements showed strong negative linear relationships with aging. Significantly lower phase values were detected in women compared with men (P < .001), whereas no sex differences were observed for mean phase of low-phase voxels. Normalized volume measurements were also linearly related to aging, and women showed smaller normalized volumes of subcortical deep gray matter structures than men (P < .001). Lower mean phase of low-phase voxels was related to decreased volume measures.

CONCLUSIONS: A strong association between phase (quadratic effect; phase decreases are followed by increases), mean phase of low-phase voxels (linear effect), volume (linear effect), and age was observed. Low phase was related to brain atrophy.

Abbreviations

SDGM
subcortical deep gray matter
MP-LPV
mean phase of low-phase voxels
NC
neocortex
  • © 2013 American Society of Neuroradiology

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J. Hagemeier, M.G. Dwyer, N. Bergsland, F. Schweser, C.R. Magnano, M. Heininen-Brown, D.P. Ramasamy, E. Carl, C. Kennedy, R. Melia, P. Polak, A. Deistung, J.J.G. Geurts, J.R. Reichenbach, R. Zivadinov
Effect of Age on MRI Phase Behavior in the Subcortical Deep Gray Matter of Healthy Individuals
American Journal of Neuroradiology May 2013, DOI: 10.3174/ajnr.A3569

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Effect of Age on MRI Phase Behavior in the Subcortical Deep Gray Matter of Healthy Individuals
J. Hagemeier, M.G. Dwyer, N. Bergsland, F. Schweser, C.R. Magnano, M. Heininen-Brown, D.P. Ramasamy, E. Carl, C. Kennedy, R. Melia, P. Polak, A. Deistung, J.J.G. Geurts, J.R. Reichenbach, R. Zivadinov
American Journal of Neuroradiology May 2013, DOI: 10.3174/ajnr.A3569
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