Apathy and white matter integrity in Alzheimer's disease: a whole brain analysis with tract-based spatial statistics
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The aim of this study was to investigate the microstructural alterations of white matter (WM) in Alzheimer's disease (AD) patients with apathy and to observe the relationships with the severity of apathy. Sixty drug-naïve subjects took part in this study (30 apathetic and 30 nonapathetic subjects with AD). The loss of integrity in WM was compared in AD patients with and without apathy through measurement of fractional anisotropy (FA) using by tract-based spatial statistics (TBSS). In addition, we explored the correlation pattern between FA values and the severity of apathy in AD patients with apathy. The apathy group had significantly reduced FA values (p(corrected)<0.05) in the genu of the corpus callosum compared to the nonapathy group. The severity of apathy was negatively correlated with FA values of the left anterior and posterior cingulum, right superior longitudinal fasciculus, splenium, body and genu of the corpus callosum and bilateral uncinate fasciculusin the apathy group (p(corrected)<0.05). This study was the first to explore FA values in whole brain WM in AD patients with apathy. The findings of these microstructural alterations of WM may be the key to the understanding of underlying neurobiological mechanism and clinical significances of apathy in AD.
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Apathy in Alzheimer's disease is associated with decreased anterior cingulate cortex white matter integrity by diffusion tensor imaging.
“Similarly apathy is associated with decreased perfusion in ACC (Benoit et al., 2004; Lanctôt et al., 2007; Robert et al., 2006), decreased ACC white matter integrity by DTI (Hahn et al., 2013; Kim et al., 2011; Ota et al., 2012) and increased amyloid burden in right ACC (Mori et al., 2014).”
From Neuropsychiatric symptoms in Alzheimer's disease: what might be associated brain circuits? (2015) · cites this paper as Hahn et al., 2013
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McKhann, G., Drachman, D., Folstein, M., Katzman, R., Price, D., & Stadlan, E. M. (1984) · Neurology · doi:10.1212/wnl.34.7.939 · Cited by 27,915 · see citing works
Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2002) · NeuroImage · doi:10.1006/nimg.2002.1132 · Cited by 11,888 · see citing works
Fast robust automated brain extraction
Smith, S. M. (2002) · Human Brain Mapping · doi:10.1002/hbm.10062 · Cited by 10,496 · see citing works
The Clinical Dementia Rating (CDR): Current version and scoring rules
Morris, J. C. (1993) · Neurology · doi:10.1212/wnl.43.11.2412-a · Cited by 9,882 · see citing works
The Neuropsychiatric Inventory: Comprehensive assessment of psychopathology in dementia
Cummings, J. L., Mega, M., Gray, K., Rosenberg-Thompson, S., Carusi, D. A., & Gornbein, J. (1994) · Neurology · doi:10.1212/wnl.44.12.2308 · Cited by 7,568 · see citing works
Nonparametric permutation tests for functional neuroimaging: A primer with examples
Nichols, T. E., & Holmes, A. P. (2002) · Human Brain Mapping · doi:10.1002/hbm.1058 · Cited by 6,256 · see citing works
Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data
Smith, S. M., Jenkinson, M., Johansen-Berg, H., Rueckert, D., Nichols, T. E., Mackay, C., Watkins, K., Ciccarelli, O., Cader, M., Matthews, P., et al. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.024 · Cited by 6,035 · see citing works
MR signal abnormalities at 1.5 T in Alzheimer's dementia and normal aging
Fazekas, F., Chawluk, J. B., Alavi, A. A., Hurtig, H. I., & Zimmerman, R. A. (1987) · American Journal of Roentgenology · doi:10.2214/ajr.149.2.351 · Cited by 5,327 · see citing works
Apathy and the Functional Anatomy of the Prefrontal Cortex–Basal Ganglia Circuits
Levy, R., & Dubois, B. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhj043 · Cited by 1,285 · see citing works
Makris, N., Kennedy, D. N., McInerney, S., Sorensen, A. G., Wang, R., Caviness, V. S., & Pandya, D. N. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhh186 · Cited by 1,146 · see citing works
Apathy: a neuropsychiatric syndrome
Marin, R. S. (1991) · Journal of Neuropsychiatry · doi:10.1176/jnp.3.3.243 · Cited by 1,088 · see citing works
Region of interest analysis for fMRI
Poldrack, R. A. (2007) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsm006 · Cited by 814 · see citing works
Proposed diagnostic criteria for apathy in Alzheimer’s disease and other neuropsychiatric disorders
Robert, P., Onyike, C., Leentjens, A., Dujardin, K., Aalten, P., Starkstein, S., Verhey, F., Yessavage, J., Clément, J., Drapier, D., et al. (2009) · European psychiatry · doi:10.1016/j.eurpsy.2008.09.001 · Cited by 635 · see citing works
Douaud, G., Jbabdi, S., Behrens, T. E. J., Menke, R. A., Gass, A., Monsch, A. U., Rao, A., Whitcher, B., Kindlmann, G., Matthews, P. M., et al. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.12.008 · Cited by 514 · see citing works
Cytology and functionally correlated circuits of human posterior cingulate areas
Vogt, B. A., Vogt, L., & Laureys, S. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.07.048 · Cited by 484 · see citing works
Diffusion tensor imaging of brain development
Hüppi, P. S., & Dubois, J. (2006) · Seminars in Fetal and Neonatal Medicine · doi:10.1016/j.siny.2006.07.006 · Cited by 406 · see citing works
Robert, P. H., Clairet, S., Benoît, M., Koutaich, J., Bertogliati, C., Tible, O., Caci, H. M., Borg, M., Brocker, P., & Bedoucha, P. (2002) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.755 · Cited by 403 · see citing works
Syndromic Validity of Apathy in Alzheimer's Disease
STARKSTEIN, S. E., Petracca, G., Chemerinski, E., & Kremer, J. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.6.872 · Cited by 394 · see citing works
Landes, A. M., Sperry, S. D., Strauss, M. E., & Geldmacher, D. (2001) · Journal of the American Geriatrics Society · doi:10.1046/j.1532-5415.2001.49282.x · Cited by 374 · see citing works
Neuroanatomical correlates of neuropsychiatric symptoms in Alzheimer's disease
Bruen, P. D., McGeown, W. J., Shanks, M. F., & Venneri, A. (2008) · Brain · doi:10.1093/brain/awn151 · Cited by 374 · see citing works
A prospective longitudinal study of apathy in Alzheimer's disease
STARKSTEIN, S. E. (2005) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2005.069575 · Cited by 339 · see citing works
Stricker, N. H., Schweinsburg, B. C., Delano‐Wood, L., Wierenga, C. E., Bangen, K. J., Haaland, K. Y., Frank, L. R., Salmon, D. P., & Bondi, M. W. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.11.027 · Cited by 308 · see citing works
Negative symptoms: the ‘pathology’ of motivation and goal-directed behaviour
Brown, R. G., & Pluck, G. C. (2000) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01626-x · Cited by 297 · see citing works
Bosch, B., Arenaza-Urquijo, E. M., Rami, L., Sala-Llonch, R., Junqué, C., Solé-Padullés, C., Peña-Gómez, C., Bargalló, N., Molinuevo, J. L., & Bartrés-Faz, D. (2012) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2010.02.004 · Cited by 272 · see citing works
A Cross-Sectional Study of Neuropsychiatric Symptoms in 435 Patients With Alzheimer's Disease
Craig, D., Mirakhur, A., Hart, D. J., McIlroy, S. P., & Passmore, A. P. (2005) · American Journal of Geriatric Psychiatry · doi:10.1176/appi.ajgp.13.6.460 · Cited by 240 · see citing works
Liu, Y., Spulber, G., Lehtimäki, K. K., Könönen, M., Hallikainen, I., Gröhn, H., Kivipelto, M., Hallikainen, M., Vanninen, R., & Soininen, H. (2011) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2009.10.006 · Cited by 236 · see citing works
Marin, R. S., Fogel, B. S., Hawkins, J. W., Duffy, J., & Krupp, B. H. (1995) · Journal of Neuropsychiatry · doi:10.1176/jnp.7.1.23 · Cited by 229 · see citing works
Reijnders, J., Scholtissen, B., Weber, W., Aalten, P., Verhey, F., & Leentjens, A. (2010) · Movement Disorders · doi:10.1002/mds.23268 · Cited by 192 · see citing works
Structural correlates of apathy in Alzheimer's disease
Apostolova, L. G., Akopyan, G. G., Partiali, N., Steiner, C. A., Dutton, R. A., Hayashi, K. M., Dinov, I. D., Toga, A. W., Cummings, J. L., & Thompson, P. M. (2007) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000103914 · Cited by 190 · see citing works
Anterior cerebral artery infarction: Stroke mechanism and clinical-imaging study in 100 patients
Kang, S. Y., & Kim, J. S. (2008) · Neurology · doi:10.1212/01.wnl.0000314686.94007.d0 · Cited by 177 · see citing works
Neuropsychiatric profiles in patients with Alzheimer's disease and vascular dementia
Fuh, J. (2005) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2004.056408 · Cited by 170 · see citing works
Lavretsky, H., Ballmaier, M., Pham, D., Toga, A., & Kumar, A. (2007) · The American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e3180325a16 · Cited by 143 · see citing works
Pacheco, J. L., Beevers, C. G., Benavides, C., McGeary, J. E., Stice, E. M., & Schnyer, D. M. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.0896-09.2009 · Cited by 132 · see citing works
Neuroimaging Correlates of Apathy and Depression in Alzheimer's Disease
STARKSTEIN, S. E., Mizrahi, R., Capizzano, A. A., Ación, L., Brockman, S., & Power, B. (2009) · Journal of Neuropsychiatry · doi:10.1176/jnp.2009.21.3.259 · Cited by 132 · see citing works
White matter integrity in mild cognitive impairment: A tract-based spatial statistics study
Zhuang, L., Wen, W. X., Zhu, W., Trollor, J. N., Kochan, N. A., Crawford, J., Reppermund, S., Brodaty, H., & Sachdev, P. S. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.05.068 · Cited by 127 · see citing works
Chilovi, B. V., Conti, M. Z., Zanetti, M., Mazzù, I. D., Rozzini, L., & Padovani, A. (2009) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000210045 · Cited by 123 · see citing works
Duan, J., Wang, H., Xu, J., Lin, X. Z., Chen, S., Kang, Z., & Yao, Z. (2006) · Surgical and Radiologic Anatomy · doi:10.1007/s00276-006-0111-2 · Cited by 115 · see citing works
Teipel, S. J., Reuter, S., Stieltjes, B., Acosta‐Cabronero, J., Ernemann, U., Fellgiebel, A., Filippi, M., Frisoni, G. B., Hentschel, F., Jessen, F., et al. (2011) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2011.05.012 · Cited by 107 · see citing works
Apathy, Depression, and Cognitive Performance in HIV-1 Infection
Castellon, S. A., Hinkin, C. H., Wood, S. A., & Yarema, K. T. (1998) · Journal of Neuropsychiatry · doi:10.1176/jnp.10.3.320 · Cited by 104 · see citing works
The Brain and Behavior: An Introduction to Behavioral Neuroanatomy
Clark, D. L., Boutros, N. N., & Mendez, M. F. (2005) · Cited by 87 · see citing works
REVIEW: Apathy Diagnosis, Assessment, and Treatment in Alzheimer's Disease
Robert, P. H., Mulin, E., Malléa, P., & David, R. (2010) · CNS Neuroscience & Therapeutics · doi:10.1111/j.1755-5949.2009.00132.x · Cited by 84 · see citing works
Superior longitudinal fasciculus and cognitive dysfunction in adolescents born preterm and at term
Frye, R. E., Hasan, K. M., Malmberg, B., deSouza, L., Swank, P. R., SMITH, K., & Landry, S. H. (2010) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2010.03633.x · Cited by 79 · see citing works
Microstructural alteration of the anterior cingulum is associated with apathy in Alzheimer disease
Kim, J. W., Lee, D. Y., Choo, I. H., Seo, E. H., Kim, S. G., Park, S. Y., & Woo, J. I. (2011) · The American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e31820dcc73 · Cited by 79 · see citing works
A Multimodal Assessment of the Genetic Control over Working Memory
Karlsgodt, K. H., Kochunov, P., Winkler, A. M., Laird, A. R., Almasy, L. A., Duggirala, R., Olvera, R. L., Fox, P. T., Blangero, J., & Glahn, D. C. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.0359-10.2010 · Cited by 72 · see citing works
Regional Grey Matter Loss and Brain Disconnection Across Alzheimer Disease Evolution
Bozzali, M., Padovani, A., Caltagirone, C., et al. (2011) · Current Medicinal Chemistry · doi:10.2174/092986711795843263 · Cited by 68 · see citing works
Clark, D. L., Boutros, N. N., & Mendez, M. F. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511776915 · Cited by 62 · see citing works
Neurobiology of apathy in Alzheimer's disease
Guimarães, H. C., Lévy, R., Teixeira, A. L., Beato, R., & Caramelli, P. (2008) · Arquivos de Neuro-Psiquiatria · doi:10.1590/s0004-282x2008000300035 · Cited by 59 · see citing works
Relationship between apathy and diffusion tensor imaging metrics of the brain in Alzheimer's disease
Ota, M., Sato, N., Nakata, Y., Arima, K., & Uno, M. (2012) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.2779 · Cited by 58 · see citing works
Imaging correlates of apathy and depression in Parkinson's disease
Benoît, M., & Robert, P. H. (2011) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2011.07.006 · Cited by 55 · see citing works
White Matter Correlates of Apathy in HIV-Positive Subjects: A Diffusion Tensor Imaging Study
Hoare, J., Fouché, J., Spottiswoode, B. S., Joska, J. A., Schoeman, R., Stein, D. J., & Carey, P. D. (2010) · Journal of Neuropsychiatry · doi:10.1176/jnp.2010.22.3.313 · Cited by 54 · see citing works
White Matter Microstructure and Apathy Level in Amnestic Mild Cognitive Impairment
Cacciari, C., Moraschi, M., Paola, M. D., Cherubini, A., Orfei, M. D., Giove, F., Maraviglia, B., Caltagirone, C., & Spalletta, G. (2010) · Journal of Alzheimer s Disease · doi:10.3233/jad-2010-1384 · Cited by 40 · see citing works
Palmqvist, S., Sarwari, A., Wattmo, C., Bronge, L. H., Zhang, Y., Wahlund, L., & Nägga, K. (2011) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000335778 · Cited by 39 · see citing works
Likitjaroen, Y., Meindl, T., Friese, U., et al. (2011) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-011-0234-2 · Cited by 33 · see citing works
Torrente, F. M., Lischinsky, A. G., Torralva, T., López, P. L., Roca, M., & Manes, F. F. (2010) · Journal of Attention Disorders · doi:10.1177/1087054709359887 · Cited by 24 · see citing works
Diffusion tensor imaging (DTI) in dementia patients with frontal lobe symptoms
Naik, M., Lundervold, A., Nygaard, H. A., & Geitung, J. T. (2010) · Acta Radiologica · doi:10.3109/02841851003709870 · Cited by 9 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [38]Reuter-Lorenz PA (2003) Parallel precessing in the bisected brain: implications for callosal function. In: Zaidel E, Iacoboni M, editors. The Parallel Brain: The Cognitive Neuroscience of the Corpus Callosum. 1st ed. Cambridge: The MIT Press. 341–354.
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Jones, S. A., De Marco, M., Manca, R., Bell, S. M., Blackburn, D. J., Wilkinson, I. D., Soininen, H., & Venneri, A. (2019) · Cortex · doi:10.1016/j.cortex.2019.04.008 · Cited by 37 · see citing works
- Authors
- Hahn, C., Lim, H.-K., Won, W. Y., Ahn, K. J., Jung, W.-S., & Lee, C. U.
- Affiliations
- The Catholic University of Korea Seoul St. Mary's Hospital (KR)
- The Catholic University of Korea St. Vincent's Hospital (KR)
- St. Paul's Hospital (KR)
- Corresponding author
- Lee, Chang Uk
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2013-01-03
- Volume
- 8
- Issue
- 1
- Pages
- e53493
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3536751
- OpenAlex
- W2014288707
- Cited by
- 76
- References
- 55
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 4 · 2023: 8 · 2022: 5 · 2021: 6 · 2020: 6 · 2019: 6 · 2018: 6 · 2017: 7 · 2016: 10 · 2015: 9 · 2014: 4 · 2013: 2
- FWCI
- 5.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Research Foundation
- Rural Development Administration
- National Research Foundation of Korea
- Ministry of Education, Science and Technology (2012R1A1A2042339)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- Alzheimer's disease, apathy, white matter integrity, fractional anisotropy, corpus callosum, cingulum, uncinate fasciculus, superior longitudinal fasciculus, white matter microstructure, disease severity
- MeSH terms
- Aged, Aged, 80 and over, Alzheimer Disease, Brain, Brain Mapping, Corpus Callosum, Female, Humans, Magnetic Resonance Imaging, Male, Nerve Fibers, Myelinated, Reproducibility of Results, Models, Statistical, Anisotropy, Diffusion Tensor Imaging, Apathy
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