Hostname: page-component-78c5997874-m6dg7 Total loading time: 0 Render date: 2024-11-10T05:05:21.645Z Has data issue: false hasContentIssue false

Apathy Is Related to Cognitive Control and Striatum Volumes in Prodromal Huntington’s Disease

Published online by Cambridge University Press:  26 February 2019

Maria B. Misiura*
Affiliation:
Department of Psychology, Georgia State University, Atlanta, Georgia
Jennifer Ciarochi
Affiliation:
Neuroscience Institute, Georgia State University, Atlanta, Georgia
Jatin Vaidya
Affiliation:
University of Iowa Carver College of Medicine, Iowa City, Iowa
Jeremy Bockholt
Affiliation:
University of Iowa Carver College of Medicine, Iowa City, Iowa The Mind Research Network, Albuquerque, New Mexico
Hans J. Johnson
Affiliation:
University of Iowa Carver College of Medicine, Iowa City, Iowa Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, Iowa
Vince D. Calhoun
Affiliation:
Department of Psychology, Georgia State University, Atlanta, Georgia Neuroscience Institute, Georgia State University, Atlanta, Georgia The Mind Research Network, Albuquerque, New Mexico Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, New Mexico
Jane S. Paulsen
Affiliation:
University of Iowa Carver College of Medicine, Iowa City, Iowa
Jessica A. Turner
Affiliation:
Department of Psychology, Georgia State University, Atlanta, Georgia Neuroscience Institute, Georgia State University, Atlanta, Georgia
the PREDICT-HD Investigators & Working Group
Affiliation:
Department of Psychology, Georgia State University, Atlanta, Georgia Neuroscience Institute, Georgia State University, Atlanta, Georgia University of Iowa Carver College of Medicine, Iowa City, Iowa The Mind Research Network, Albuquerque, New Mexico Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, New Mexico Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, Iowa
*
Correspondence and reprint requests to: Maria B. Misiura, Department of Psychology Georgia State University P.O. Box 5010 Atlanta, GA 30302. Email: mariamisiura@gmail.com

Abstract

Objectives: Apathy is a debilitating symptom of Huntington’s disease (HD) and manifests before motor diagnosis, making it an excellent therapeutic target in the preclinical phase of Huntington’s disease (prHD). HD is a neurological genetic disorder characterized by cognitive and motor impairment, and psychiatric abnormalities. Apathy is not well characterized within the prHD. In previous literature, damage to the caudate and putamen has been correlated with increased apathy in other neurodegenerative and movement disorders. The objective of this study was to determine whether apathy severity in individuals with prHD is related to striatum volumes and cognitive control. We hypothesized that, within prHD individuals, striatum volumes and cognitive control scores would be related to apathy. Methods: We constructed linear mixed models to analyze striatum volumes and cognitive control, a composite measure that includes tasks assessing with apathy scores from 797 prHD participants. The outcome variable for each model was apathy, and the independent variables for the four separate models were caudate volume, putamen volume, cognitive control score, and motor symptom score. We also included depression as a covariate to ensure that our results were not solely related to mood. Results: Caudate and putamen volumes, as well as measures of cognitive control, were significantly related to apathy scores even after controlling for depression. Conclusions: The behavioral apathy expressed by these individuals was related to regions of the brain commonly associated with isolated apathy, and not a direct result of mood symptoms. (JINS, 2019, 25, 462–469)

Type
Regular Research
Copyright
Copyright © The International Neuropsychological Society 2019 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

*

Jane S. Paulsen and Jessica A. Turner are Senior Authors

References

REFERENCES

Alexopoulos, G.S., Hoptman, M.J., Yuen, G., Kanellopoulos, D., Seirup, J., Lim, K.O., & Gunning, F.M. (2013). Functional connectivity in apathy of late-life depression: A preliminary study. Journal of Affective Disorders, 149(1-3), 398405. https://doi.org/10.1016/j.jad.2012.11.023 CrossRefGoogle ScholarPubMed
Aylward, E.H., Liu, D., Nopoulos, P.C., Ross, C.A., Pierson, R.K., Mills, J.A., . . . Paulsen, J.S. (2011). Striatal volume contributes to the prediction of onset of Huntington disease in incident cases. Biological Psychiatry, 71(9), 822828. https://doi.org/10.1016/j.biopsych.2011.07.030 CrossRefGoogle ScholarPubMed
Aylward, E.H., Nopoulos, P.C., Ross, C.A., Langbehn, D.R., Pierson, R.K., Mills, J.A., . . . Coordinators of Huntington Study, G. (2011). Longitudinal change in regional brain volumes in prodromal Huntington disease. Journal of Neurology, Neurosurgery, and Psychiatry, 82(4), 405410. https://doi.org/10.1136/jnnp.2010.208264 CrossRefGoogle ScholarPubMed
Aylward, E., Mills, J., Liu, D., Nopoulos, P., Ross, C.A., Pierson, R., & Paulsen, J.S. (2011). Association between age and striatal volume stratified by CAG repeat length in prodromal Huntington disease. Retrieved from http://currents.plos.org/hd/article/association-between-age-and-striatal-volume-stratified-by-cag-repeat-length-in-prodromal-huntington-disease/ CrossRefGoogle Scholar
Baudic, S., Maison, P., Dolbeau, G., Boissé, M.-F., Bartolomeo, P., Dalla Barba, G., . . . Bachoud-Lévi, A.-C. (2006). Cognitive impairment related to apathy in early Huntington’s disease. Dementia and Geriatric Cognitive Disorders, 21(5-6), 316321.CrossRefGoogle ScholarPubMed
Bhatia, K.P., & Marsden, C.D. (1994). The behavioural and motor consequences of focal lesions of the basal ganglia in man. Brain, 117(4), 859.CrossRefGoogle ScholarPubMed
Bonnelle, V., Veromann, K.R., Burnett Heyes, S., Lo Sterzo, E., Manohar, S., & Husain, M. (2015). Characterization of reward and effort mechanisms in apathy. Journal of Physiology, Paris, 109(1-3), 1626. https://doi.org/10.1016/j.jphysparis.2014.04.002 CrossRefGoogle ScholarPubMed
Carriere, N., Besson, P., Dujardin, K., Duhamel, A., Defebvre, L., Delmaire, C., & Devos, D. (2014). Apathy in Parkinson’s disease is associated with nucleus accumbens atrophy: A magnetic resonance imaging shape analysis. Movement Disorders, 29(7), 897903. https://doi.org/10.1002/mds.25904 CrossRefGoogle ScholarPubMed
Chial, H. (2008). Huntington’s disease: The discovery of the Huntingtin gene. Nature Education, 1(1), 71.Google Scholar
Derogatis, L.R., & Unger, R. (2010). Symptom Checklist-90-Revised. In The Corsini Encyclopedia of Psychology. John Wiley & Sons, Inc. Retrieved from http://dx.doi.org/10.1002/9780470479216.corpsy0970CrossRefGoogle Scholar
Duff, K., Paulsen, J.S., Beglinger, L.J., Langbehn, D.R., Stout, J.C., & Predict-HD Investigators of the Huntington Study Group. (2007). Psychiatric symptoms in Huntington’s disease before diagnosis: The predict-HD study. Biological Psychiatry, 62(12), 13411346. https://doi.org/10.1016/j.biopsych.2006.11.034 CrossRefGoogle ScholarPubMed
Duff, K., Paulsen, J.S., Beglinger, L.J., Langbehn, D.R., Wang, C., Stout, J.C., . . . Queller, S. (2010). “Frontal” behaviors before the diagnosis of Huntington’s disease and its relationship to markers of disease progression: Evidence of early lack of awareness. The Journal of Neuropsychiatry and Clinical Neurosciences, 22(2), 196207. https://doi.org/10.1176/appi.neuropsych.22.2.196 CrossRefGoogle Scholar
Epping, E.A., & Paulsen, J.S. (2011). Depression in the early stages of Huntington disease. Neurodegenerative Disease Management, 1(5), 407414. https://doi.org/10.2217/nmt.11.45 CrossRefGoogle ScholarPubMed
Evans, S.J., Douglas, I., Rawlins, M.D., Wexler, N.S., Tabrizi, S.J., & Smeeth, L. (2013). Prevalence of adult Huntington’s disease in the UK based on diagnoses recorded in general practice records. Journal of Neurology, Neurosurgery, & Psychiatry, 84(10), 11561160. https://doi.org/10.1136/jnnp-2012-304636 CrossRefGoogle ScholarPubMed
Fritz, N.E., Boileau, N.R., Stout, J.C., Ready, R., Perlmutter, J.S., Paulsen, J.S., . . . Lai, J.-S. (2018). Relationships Among apathy, health-related quality of life, and function in Huntington’s disease. The Journal of Neuropsychiatry and Clinical Neurosciences, 30(3), 194201. https://doi.org/10.1176/appi.neuropsych.17080173 CrossRefGoogle ScholarPubMed
Ghayoor, A., Vaidya, J.G., & Johnson, H.J. (2013). Development of a novel constellation based landmark detection algorithm. Retrieved from http://dx.doi.org/10.1117/12.2006471 Google Scholar
Grace, J. (2011). Frontal systems behavior scale. In J. S. Kreutzer, J. DeLuca, & B. Caplan (Eds.), Encyclopedia of clinical neuropsychology (pp. 1090–1093). New York, NY: Springer New York. Retrieved from http://dx.doi.org/10.1007/978-0-387-79948-3_1895CrossRefGoogle Scholar
Halliday, G.M., McRitchie, D.A., Macdonald, V., Double, K.L., Trent, R.J., & McCusker, E. (1998). Regional specificity of brain atrophy in Huntington’s disease. Experimental Neurology, 154(2), 663672. https://doi.org/10.1006/exnr.1998.6919 CrossRefGoogle ScholarPubMed
Huntington’s Disease Study Group. (1996). Unified Huntington’s Disease Rating Scale: Reliability and Consistency. Movement Disorders, 11(2), 136142.CrossRefGoogle Scholar
Jang, S.H., & Kwon, H.G. (2017). Apathy due to injury of the prefrontocaudate tract following mild traumatic brain injury. American Journal of Physical Medicine & Rehabilitation, 96(7). Retrieved from https://journals.lww.com/ajpmr/Fulltext/2017/07000/Apathy_Due_to_Injury_of_the_Prefrontocaudate_Tract.11.aspx Google Scholar
Julien, C.L., Thompson, J.C., Wild, S., Yardumian, P., Snowden, J.S., Turner, G., & Craufurd, D. (2007). Psychiatric disorders in preclinical Huntington’s disease. Journal of Neurology, Neurosurgery, and Psychiatry, 78(9), 939943. https://doi.org/10.1136/jnnp.2006.103309 CrossRefGoogle ScholarPubMed
Kim, E.Y., Magnotta, V.A., Liu, D., & Johnson, H.J. (2014). Stable Atlas-based Mapped Prior (STAMP) machine-learning segmentation for multicenter large-scale MRI data. Magnetic Resonance Imaging, 32(7), 832844. https://doi.org/http://dx.doi.org/10.1016/j.mri.2014.04.016 CrossRefGoogle ScholarPubMed
Kos, C., van Tol, M.-J., Marsman, J.-B. C., Knegtering, H., & Aleman, A. (2016). Neural correlates of apathy in patients with neurodegenerative disorders, acquired brain injury, and psychiatric disorders. Neuroscience & Biobehavioral Reviews, 69, 381401. https://doi.org/10.1016/j.neubiorev.2016.08.012 CrossRefGoogle ScholarPubMed
Levy, R., & Czernecki, V. (2006). Apathy and the basal ganglia. Journal of Neurology, 253(7), vii54vii61. https://doi.org/10.1007/s00415-006-7012-5 CrossRefGoogle ScholarPubMed
Levy, R., & Dubois, B. (2006). Apathy and the functional anatomy of the prefrontal cortex-basal ganglia circuits. Cerebral Cortex, 16(7), 916928. https://doi.org/10.1093/cercor/bhj043 CrossRefGoogle ScholarPubMed
Marin, R.S. (1991). Apathy: A neuropsychiatric syndrome. The Journal of Neuropsychiatry and Clinical Neurosciences. US: American Psychiatric Association.Google Scholar
Martinez-Horta, S., Perez-Perez, J., van Duijn, E., Fernandez-Bobadilla, R., Carceller, M., Pagonabarraga, J., . . . Kulisevsky, J. (2016). Neuropsychiatric symptoms are very common in premanifest and early stage Huntington’s Disease. Parkinsonism & Related Disorders, 25, 5864. https://doi.org/10.1016/j.parkreldis.2016.02.008 CrossRefGoogle ScholarPubMed
Mendez, M.F., Adams, N.L., & Lewandowski, K.S. (1989). Neurobehavioral changes associated with caudate lesions. Neurology, 39(3), 349349. https://doi.org/10.1212/WNL.39.3.349 CrossRefGoogle ScholarPubMed
Misiura, M.B., Lourens, S., Calhoun, V.D., Long, J., Bockholt, J., Johnson, H., . . . for the PREDICT-HD Investigators and Working Group. (2017). Cognitive control, learning, and clinical motor ratings are most highly associated with basal ganglia brain volumes in the premanifest Huntington’s disease phenotype. Journal of the International Neuropsychological Society, 23(02), 159170. https://doi.org/10.1017/S1355617716001132 CrossRefGoogle ScholarPubMed
Monchi, O., Petrides, M., Strafella, A.P., Worsley, K.J., & Doyon, J. (2006). Functional role of the basal ganglia in the planning and execution of actions. Annals of Neurology, 59(2), 257264. https://doi.org/10.1002/ana.20742 CrossRefGoogle ScholarPubMed
Naarding, P., Janzing, J. G. E., Eling, P., van der Werf, S., & Kremer, B. (2009). Apathy is not depression in Huntington’s disease. The Journal of Neuropsychiatry and Clinical Neurosciences, 21(3), 266270. https://doi.org/10.1176/appi.neuropsych.21.3.266 CrossRefGoogle Scholar
Pagonabarraga, J., Kulisevsky, J., Strafella, A.P., & Krack, P. (2015). Apathy in Parkinson’s disease: Clinical features, neural substrates, diagnosis, and treatment. The Lancet Neurology, 14(5), 518531.CrossRefGoogle ScholarPubMed
Papp, K.V., Snyder, P.J., Mills, J.A., Duff, K., Westervelt, H.J., Long, J.D., . . . Paulsen, J.S. (2013). Measuring executive dysfunction longitudinally and in relation to genetic burden, brain volumetrics, and depression in prodromal Huntington disease. Archives of Clinical Neuropsychology, 28(2), 156168. https://doi.org/10.1093/arclin/acs105 CrossRefGoogle ScholarPubMed
Pauli, W.M., O’Reilly, R.C., Yarkoni, T., & Wager, T.D. (2016). Regional specialization within the human striatum for diverse psychological functions. Proceedings of the National Academy of Sciences of the United States of America, 113(7), 1907. https://doi.org/10.1073/pnas.1507610113 CrossRefGoogle ScholarPubMed
Paulsen, J.S. (2010). Early detection of Huntington disease. Future Neurology, 5(1), 10.2217/fnl.09.78. https://doi.org/10.2217/fnl.09.78CrossRefGoogle ScholarPubMed
Paulsen, J.S., Langbehn, D.R., Stout, J.C., Aylward, E., Ross, C.A., Nance, M., . . . Hayden, M. (2008). Detection of Huntington’s disease decades before diagnosis: The Predict-HD study. Journal of Neurology, Neurosurgery, and Psychiatry, 79(8), 874880. https://doi.org/10.1136/jnnp.2007.128728 CrossRefGoogle ScholarPubMed
Paulsen, J.S., Long, D., Johnson, H.J., & Aylward, E.H., Ross, C.A., Williams, J.K., . . . PREDICT-HD Investigators and Coordinators of the Huntington Study Group. (2014). Clinical and biomarker changes in premanifest Huntington disease show trial feasibility: A decade of the PREDICT-HD study. Frontiers in Aging Neuroscience, 6, 78 CrossRefGoogle ScholarPubMed
Paulsen, J.S., Magnotta, V.A., Mikos, A.E., Paulson, H.L., Penziner, E., Andreasen, N.C., & Nopoulos, P.C. (2006). Brain structure in preclinical Huntington’s disease. Biological Psychiatry, 59(1), 5763. https://doi.org/10.1016/j.biopsych.2005.06.003 CrossRefGoogle ScholarPubMed
Paulsen, J.S., Smith, M.M., Long, J.D., & PREDICT HD investigators and coordinators of the Huntington Study Group. (2013). Cognitive decline in prodromal Huntington Disease: Implications for clinical trials. Journal of Neurology, Neurosurgery, and Psychiatry, 84(11), 12331239. https://doi.org/10.1136/jnnp-2013-305114 CrossRefGoogle ScholarPubMed
Robertson, B.D., Hiebert, N.M., Seergobin, K.N., Owen, A.M., & MacDonald, P.A. (2015). Dorsal striatum mediates cognitive control, not cognitive effort per se, in decision-making: An event-related fMRI study. NeuroImage, 114, 170184. https://doi.org/10.1016/j.neuroimage.2015.03.082 CrossRefGoogle Scholar
Ross, C.A., & Tabrizi, S.J. (2011). Huntington’s disease: From molecular pathogenesis to clinical treatment. Lancet Neurology, 10(1), 8398. https://doi.org/10.1016/S1474-4422(10)70245-3 CrossRefGoogle ScholarPubMed
Snowden, J.S., Craufurd, D., Thompson, J., & Neary, D. (2002). Psychomotor, executive, and memory function in preclinical Huntington’s disease. Journal of Clinical & Experimental Neuropsychology, 24(2), 133.CrossRefGoogle ScholarPubMed
Stout, J.C., Paulsen, J.S., Queller, S., Solomon, A.C., Whitlock, K.B., Campbell, J.C., . . . Aylward, E.H. (2011). Neurocognitive signs in prodromal Huntington disease. Neuropsychology, 25(1), 114. https://doi.org/10.1037/a0020937 CrossRefGoogle ScholarPubMed
van den Bogaard, S. J. A., Dumas, E.M., Acharya, T.P., Johnson, H., Langbehn, D.R., Scahill, R.I., . . . TRACK-HD Investigator Group. (2011). Early atrophy of pallidum and accumbens nucleus in Huntington’s disease. Journal of Neurology, 258(3), 412420. https://doi.org/10.1007/s00415-010-5768-0 CrossRefGoogle ScholarPubMed
Verbeke, G., & Molenberghs, G. (2000). Linear mixed models for longitudinal data. New York: Springer.Google Scholar
Wolf, R.C., Thomann, P.A., Thomann, A.K., Vasic, N., Wolf, N.D., Landwehrmeyer, G.B., & Orth, M. (2013). Brain structure in preclinical Huntington’s disease: A multi-method approach. Neurodegenerative Diseases, 12(1), 1322.CrossRefGoogle ScholarPubMed
Worthington, A., & Wood, R.L. (2018). Apathy following traumatic brain injury: A review. Neuropsychologia. https://doi.org/10.1016/j.neuropsychologia.2018.04.012 CrossRefGoogle ScholarPubMed
Young Kim, E., & Johnson, H.J. (2013). Robust multi-site MR data processing: Iterative optimization of bias correction, tissue classification, and registration. Frontiers in Neuroinformatics, 7, 29. https://doi.org/10.3389/fninf.2013.00029 CrossRefGoogle ScholarPubMed
Zhang, Y., Long, J.D., Mills, J.A., Warner, J.H., Lu, W., Paulsen, J.S., . . . PREDICT-HD Investigators and Coordinators of the Huntington Study Group. (2011). Indexing disease progression at study entry with individuals at-risk for Huntington disease. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 156(7), 751763. https://doi.org/10.1002/ajmg.b.31232 CrossRefGoogle Scholar
Supplementary material: File

Misiura et al. supplementary material

Figures S1-S5

Download Misiura et al. supplementary material(File)
File 829.1 KB