227
Views
2
CrossRef citations to date
0
Altmetric
Short Communication

Drift diffusion model of reward and punishment learning in rare alpha-synuclein gene carriers

, , &
Pages 17-22 | Received 03 May 2016, Accepted 28 Feb 2017, Published online: 20 Mar 2017

References

  • Ahn, T.B., Kim, S.Y., Kim, J.Y., Park, S.S., Lee, D.S., Min, H.J., … Jeon, B.S. (2008). alpha-Synuclein gene duplication is present in sporadic Parkinson disease. Neurology, 70, 43–49. doi:10.1212/01.wnl.0000271080.53272.c7
  • Bódi, N., Kéri, S., Nagy, H., Moustafa, A., Myers, C.E., Daw, N., … Gluck, M.A. (2009). Reward-learning and the novelty-seeking personality: A between- and within-subjects study of the effects of dopamine agonists on young Parkinson’s patients. Brain, 132, 2385–2395. doi: 10.1093/brain/awp094
  • Elia, A.E., Petrucci, S., Fasano, A., Guidi, M., Valbonesi, S., Bernardini, L., … Valente, E.M. (2013). Alpha-synuclein gene duplication: Marked intrafamilial variability in two novel pedigrees. Movement Disorders, 28, 813–817. doi:10.1002/mds.25518
  • Eriksen, J.L., Przedborski, S., & Petrucelli, L. (2005). Gene dosage and pathogenesis of Parkinson's disease. Trends in Molecular Medicine, 11, 91–96. doi:10.1016/j.molmed.2005.01.001
  • First, M.B., Gibbon, M., Spitzer, R.L., & Williams, J.B.W. (1996). Structured clinical interview for DSM-IV Axis I disorders, clinician version. Washington, DC: American Psychiatric Press.
  • Folstein, M.F., Folstein, S.E., & McHugh, P.R. (1975). “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinician. Journal of Psychiatric Research, 12, 189–198. doi:10.1016/0022-3956(75)90026-6
  • Goedert, M., Spillantini, M.G., Del Tredici, K., & Braak, H. (2013). 100 years of Lewy pathology. Nature Reviews Neurology, 9, 13–24. doi:10.1038/nrneurol.2012.242
  • Ibanez, P., Bonnet, A.M., Debarges, B., Lohmann, E., Tison, F., Pollak, P., … Brice, A. (2004). Causal relation between alpha-synuclein gene duplication and familial Parkinson's disease. Lancet, 364, 1169–1171. doi: 10.1016/S0140-6736(04)17104-3
  • Keri, S., Moustafa, A.A., Myers, C.E., Benedek, G., & Gluck, M.A. (2010). {alpha}-Synuclein gene duplication impairs reward learning. Proceedings of the National Academy of Sciences of the United States of America, 107, 15992–15994. doi:10.1073/pnas.1006068107
  • Keri, S., Nagy, H., Myers, C.E., Benedek, G., Shohamy, D., & Gluck, M.A. (2008). Risk and protective haplotypes of the alpha-synuclein gene associated with Parkinson's disease differentially affect cognitive sequence learning. Genes, Brain and Behavior, 7, 31–36. Retrieved from http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Citation&list_uids=17451452
  • Krajbich, I., Lu, D., Camerer, C., & Rangel, A. (2012). The attentional drift-diffusion model extends to simple purchasing decisions. Frontiers in Psychology, 3, 193. doi:10.3389/fpsyg.2012.00193
  • Moustafa, A.A., Gluck, M.A., Herzallah, M.M., & Myers, C.E. (2015). The influence of trial order on learning from reward versus punishment in a probabilistic categorization task: Experimental and computational analyses. Frontiers in Behavioral Neuroscience, 9, 153.
  • Moustafa, A.A., Keri, S., Somlai, Z., Balsdon, T., Frydecka, D., Misiak, B., & White, C. (2015). Drift diffusion model of reward and punishment learning in schizophrenia: Modeling and experimental data. Behavioural Brain Research, 291, 147–154. doi:10.1016/j.bbr.2015.05.024
  • Moustafa, A.A., Sheynin, J., & Myers, C.E. (2015). The role of informative and ambiguous feedback in avoidance behavior: Empirical and computational findings. PLoS One, 10, e0144083. doi:10.1371/journal.pone.0144083
  • Mueller, J.C., Fuchs, J., Hofer, A., Zimprich, A., Lichtner, P., Illig, T., … Gasser, T. (2005). Multiple regions of alpha-synuclein are associated with Parkinson's disease. Annals of Neurology, 57, 535–541. doi:10.1002/ana.20438
  • Myers, C.E., Sheynin, J., Balsdon, T., Luzardo, A., Beck, K.D., Hogarth, L., … Moustafa, A.A. (2016). Probabilistic reward- and punishment-based learning in opioid addiction: Experimental and computational data. Behavioural Brain Research, 296, 240–248. doi:10.1016/j.bbr.2015.09.018
  • Nelder, J.A., & Mead, R. (1965). A simplex method for function minimization—Nelder. The Computer Journal, 7, 308–313. doi:10.1093/comjnl/7.4.308
  • Nishioka, K., Hayashi, S., Farrer, M.J., Singleton, A.B., Yoshino, H., Imai, H., … Hattori, N. (2006). Clinical heterogeneity of alpha-synuclein gene duplication in Parkinson's disease. Annals of Neurology, 59, 298–309. doi:10.1002/ana.20753
  • Petrov, A.A., Van Horn, N.M., & Ratcliff, R. (2011). Dissociable perceptual-learning mechanisms revealed by diffusion-model analysis. Psychonomic Bulletin & Review, 18, 490–497. doi:10.3758/s13423-011-0079-8
  • R Core Team. (2016). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from http://www.R-project.org
  • Ratcliff, R., & McKoon, G. (2008). The diffusion decision model: Theory and data for two-choice decision tasks. Neural Computation, 20, 873–922. doi:10.1162/neco.2008.12-06-420
  • Ratcliff, R., & Tuerlinckx, F. (2002). Estimation of the parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability. Psychonomic Bulletin and Review, 9, 438–481. doi:10.3758/BF03196302
  • Ratcliff, R., Smith, P.L., Brown, S.D., & McKoon, G. (2016). Diffusion decision model: Current issues and history. Trends in Cognitive Sciences, 20, 260–281. doi: 10.1016/j.tics.2016.01.007
  • Schultz, W. (2013). Updating dopamine reward signals. Current Opinion in Neurobiology, 23, 229–238. doi:10.1016/j.conb.2012.11.012
  • Szamosi, A., Nagy, H., & Keri, S. (2013). Delay discounting of reward and caudate nucleus volume in individuals with alpha-synuclein gene duplication before and after the development of Parkinson's disease. Neurodegenerative Diseases, 11, 72–78. doi:10.1159/000341997
  • Tokuda, T., Salem, S.A., Allsop, D., Mizuno, T., Nakagawa, M., Qureshi, M.M., … El-Agnaf, O.M. (2006). Decreased alpha-synuclein in cerebrospinal fluid of aged individuals and subjects with Parkinson's disease. Biochemical and Biophysical Research Communications, 349, 162–166. doi:10.1016/j.bbrc.2006.08.024
  • Venda, L.L., Cragg, S.J., Buchman, V.L., & Wade-Martins, R. (2010). α-Synuclein and dopamine at the crossroads of Parkinson's disease. Trends in Neurosciences, 33, 559–568. doi:10.1016/j.tins.2010.09.004
  • White, C.N., Ratcliff, R., Vasey, M.W., & McKoon, G. (2010). Anxiety enhances threat processing without competition among multiple inputs: A diffusion model analysis. Emotion, 10, 662–677. doi:10.1037/a00194742010-22093-006
  • Zeileis, A., Wiel, M.A., Hornik, K., & Hothorn, T. (2008). Implementing a class of permutation tests: The coin package. Journal of Statistical Software, 28, 1–23. doi:10.18637/jss.v028.i08

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.